Answer Capsule
SE Ranking is a good fit for publishers and review websites that want conventional SEO research, content optimization, competitor analysis, and prompt-based AI-search visibility tracking in one platform. Two of the seven platforms in this study named SE Ranking during the ranking stage — Perplexity at rank 1 and Anthropic at rank 5 — giving it an average listed rank of 3.0 and a 28.6% share of included platform responses. The strongest reason to consider it is the combination of source/citation analysis with a broad SEO suite at mid-tier pricing. The main limitation is that AI visibility sits partly behind a separate add-on or sister product, and public pricing and packaging details conflict across sources.
Research Snapshot
| Field | Detail |
|---|---|
| Platform mentions in ranking stage | 2 of 7 platforms |
| Share of included platform responses | 28.6% |
| Average listed rank | 3.0 |
| Best listed rank | 1 (Perplexity) |
| Relevant product/model/plan | Core or Growth plan with AI Search Toolkit (add-on) and Content Marketing module; SE Visible for AI visibility |
| Overall use-case fit | Good (5 platforms); Mixed (2 platforms) — 7 platforms analyzed |
| Research date | 2026-09-18 |
Why SE Ranking Qualified for This Study
Questions This Section Answers
- Is SE Ranking a good choice for AI SEO tools for publishers and review websites?
- Why did only two of seven AI platforms name SE Ranking in the ranking stage?
SE Ranking qualified because two platforms named it during ranking discovery, clearing the two-mention threshold. Perplexity placed it first; Anthropic placed it fifth. The remaining five platforms evaluated SE Ranking's fit for this use case but did not name it in their ranked lists, so the mention count is deliberately narrow.
All seven platforms rated fit: five called it "good" (OpenAI, Anthropic, Google, Grok, DeepSeek) and two called it "mixed" (Perplexity, Kimi). That split matters. The "good" ratings cluster around integrated SEO-plus-AI-visibility workflows; the "mixed" ratings cluster around publisher-specific source eligibility, citation visibility, and category authority — the exact criteria this buyer profile prioritizes.
SE Ranking is an independent, primarily self-funded company founded in 2013 by Valery Kurilov and Dmitri Lipnitsky [1]. Independent coverage describes it as a broad SEO toolkit covering rank tracking, audits, competitor research, backlinks, content optimization, and AI-search visibility [2]. Reviewers note strong value for money compared with Semrush and Ahrefs [3], with agency owners reporting 80–90% of that functionality at roughly half the cost [4].
The Product, Model, Plan, or Service Most Relevant to AI SEO Tools for Publishers and Review Websites
Questions This Section Answers
- Which SE Ranking plan do publishers need for AI visibility tracking and content optimization?
- Is SE Ranking's AI Search Toolkit included in the Core plan or sold as a separate add-on?
The relevant configuration is the Core or Growth plan plus the AI Search Toolkit add-on and the Content Marketing module [5]. Platforms describe the relevant product differently — OpenAI and Grok reference the Core platform with AI Search visibility features and content toolkit; Perplexity adds the AI Visibility API; Google specifies "Core or Growth plan with AI Search Toolkit (add-on) and Content Marketing module." This is a packaging conflict, not a capability conflict.
The AI Search Toolkit tracks brand visibility, mentions, and link presence across Google AI Overviews, Google AI Mode, ChatGPT, Gemini, and Perplexity using user-defined prompts [5]. SE Visible — the sister product — analyzes which websites, publications, and content platforms AI engines cite, categorizes them (media, forums, and similar), and allows filtering by topic, AI engine, competitor, or sentiment with data export [7].
The Content Editor includes AI Writer, plagiarism checking, brief generation, grammar checks, Google Search Console data, and a Content Score [10]. The platform also supports WordPress publishing [11] and Google Analytics 4 integration for correlating brand mentions with traffic [12].
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree SE Ranking does well for publishers and review websites?
- Does SE Ranking track which sources AI engines cite?
Platforms agreed on four capabilities. First, AI-search visibility tracking across major engines: SE Ranking monitors brand mentions, sentiment, share of voice, and cited domains and URLs [13]. Second, source and citation analysis: SE Visible's Sources feature categorizes cited publications and supports filtering and export [17]. Third, content-gap identification: SE Ranking states its AI-visibility workflow analyzes sources cited by AI engines to find content gaps [19], and the "No cited" feature — showing where competitors are mentioned but the user's brand is not — has been described by users as "gold for content ideas" [20]. Fourth, integrated SEO-plus-AI workflow: rank tracking, audits, backlinks, and AI visibility live in one workspace [21].
Agreement here is strong but not unanimous in emphasis. Google and Grok stress the consolidated dashboard and multi-LLM coverage [23]. OpenAI and Anthropic stress source analysis and content-gap work [19]. Kimi, which rated fit "mixed," acknowledged the foundational SEO strength but found AI citation tracking less developed than dedicated alternatives [26].
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- How many AI engines does SE Ranking track, and is that enough for a publisher?
- Is SE Ranking's AI visibility pricing consistent across sources?
Platforms disagreed on engine coverage. Anthropic and Grok report four engines — ChatGPT, Gemini, Google AI Mode, and Perplexity — across all plans [27], with Anthropic calling the exclusion of Claude, Copilot, and Grok a significant limitation [29]. Grok's summary says five engines while its limitation list excludes Copilot and Claude [31]. Google lists five surfaces including Google AI Overviews and AI Mode [32]. The count is unresolved; buyers should confirm the current engine list directly.
Geographic coverage is a second conflict. Anthropic reports AI visibility tracking in only seven locations — US, UK, Canada, France, Germany, Netherlands, and Spain — and notes international publishers cannot track outside those regions [33]. No other platform confirmed or contradicted this.
Pricing conflicts are the most consequential. OpenAI reports Core at $129.00/month monthly or $103.20/month annual, with an AI Search add-on from $71.20/month [35]. Grok reports the same Core figures but an AI Search add-on of $89/month monthly or $71.20/month annual [36]. Google reports the add-on from $71.20 to $89/month for 200 tracked prompts, plus a Content Marketing add-on from $23.20/month (15 articles) to $79.20/month (120 articles) [37]. Perplexity reports inconsistent figures across SE Ranking's own pages, including an API add-on at $45/month in one place and $149/month in another [38]. Perplexity rated pricing confidence "low" and described the plan packaging as unclear.
Two further uncertainties recur. SE Ranking does not publish AI-visibility refresh frequency or prompt sample size, while competitors publish figures such as 1.5B+ real user prompts [39]. And no platform verified that SE Ranking connects AI citations to sessions, conversions, or revenue natively; Anthropic states users must tie citation changes to Google Analytics manually [41].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Can SE Ranking identify content gaps where competitors are cited in AI answers but the publisher is not?
- Does SE Ranking integrate with a publisher's CMS and analytics stack?
Content research and topic discovery: keyword and competitor research, rank tracking, site and on-page auditing, and a Content Marketing/Content Editor workflow [43]. Google cites a Content Idea Finder for topics and clusters [45]. The public evidence does not establish publisher-specific editorial taxonomies or expert-source validation.
Question discovery and content gaps: SE Ranking states its AI-visibility workflow analyzes sources cited by AI engines to identify content gaps [46]. The "No cited" feature surfaces where competitors appear but the buyer's brand does not [47]. Prompt analysis organizes by topic with tagging for query filtering [48].
Optimization recommendations: the Content Editor scores drafts against top-ranking pages in real time [49]. Independent user feedback indicates the scoring often requires manual adjustment and AI paragraph suggestions are less robust than dedicated writing tools [50]. A content score is not equivalent to editorial accuracy, originality, or source authority.
Entity, source, and citation coverage: SE Visible tracks brand mentions, sentiment, share of voice, and cited domains and URLs [51]. It does not demonstrate comprehensive entity graphs, citation-correctness scoring, or source-credibility scoring.
Competitive comparisons: competitor research and AI-visibility benchmarking, including share-of-voice analysis and citation-frequency tracking for competitor domains [53]. Exact competitor limits, prompt limits, and historical depth depend on the subscription or add-on.
AI-search visibility support: prompt monitoring, visibility trends, share of voice, sentiment, and cited domains and URLs [55]. The FAQ states AI-answer visibility is handled separately by SE Visible, creating a product-boundary issue for buyers evaluating the core platform alone [55].
Publisher workflow integration: Google Analytics, Google Search Console, Data Studio, and Matomo integrations, plus Google Docs-related Content Editor workflows [43]. WordPress publishing is supported [57]. The evidence does not confirm integrations with common newsroom CMSs, digital-asset systems, subscription analytics, or ad-yield platforms.
Technical and local SEO: audits cover 70+ parameters with JavaScript rendering, but crawl credits limit large-site coverage — sites with 50,000+ pages need higher tiers [58]. Local tracking by ZIP code and city is commended by users [60]. The backlink index is smaller than Ahrefs or Semrush, with gaps in hyper-niche B2B terms and keywords under 10 monthly searches [61].
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does SE Ranking cost per month for a publisher, and what add-ons are required?
- What are SE Ranking's cancellation, refund, and annual-billing terms?
Published prices are "from" figures and vary by billing frequency, limits, add-ons, promotions, and account configuration. The most consistently reported figures: Core at $129.00/month monthly or $103.20/month annual; Growth at $279.00/month monthly or $223.20/month annual [63]. Annual billing is advertised as saving 20% and requires upfront payment [66]. A 14-day free trial is advertised with no credit card required, including 10 projects, 750 tracked keywords per day, 20 AI prompts per day, and AI competitive research for up to 3 domains [67].
Add-ons and their conflicts: AI Search from $71.20/month annual [63] or $89/month monthly [64]; API from $149.00/month [63] or $45/month annual [68]; Agency Pack approximately $69/month annual for white-label reporting [66]; Content Marketing from $23.20/month for 15 articles to $79.20/month for 120 articles [69]. Micro-fees exist for Keyword Grouper ($0.004/request), Search Engine Autocomplete ($0.001/query), and Search Volume Checker ($0.005/keyword) [69]. Official API pricing pages describe Wallet credits that never expire, annual plans billed upfront with credits expiring at cycle end, and volume pricing as low as $30 per 1M credits at enterprise scale (official:C2).
Core limits as published: 10 projects, one manager seat, 2,000 keywords, 100 daily prompts, five domains in GEO research, 250,000 audited pages per month, and 25,000 API credits/MCP access [63]. Growth adds 30 projects and 5,000 daily tracked keywords [69].
Contract terms: cancellation is described as available anytime without penalty, with month-to-month billing at a higher price than annual [66]. Payments are described as non-refundable except where service is not delivered as promised [66]. Free assisted migration is included with annual subscriptions [66]. Legacy plans may lack newer tools, so plan eligibility should be confirmed before purchase [70]. Exact auto-renewal, downgrade, unused-credit, and post-cancellation data-retention terms are not fully established by the reviewed sources.
Best Suited For
Questions This Section Answers
- Who gets the most value from SE Ranking for publisher and review-site SEO?
- Is SE Ranking worth it for a publisher already using it for rank tracking?
Editorial teams managing multiple sites or content categories that need keyword, competitor, content-gap, on-page, technical SEO, and AI-visibility workflows in one system [71]. Review websites monitoring brand or category prompts, cited domains and URLs, competitor share of voice, and sentiment across AI-search surfaces [73]. Teams wanting conventional SEO data and AI-search tracking without adopting separate core SEO and GEO dashboards [72]. Agencies layering AI visibility onto existing SE Ranking workflows without additional vendor friction [72]. Buyers already paying for SE Ranking whose AI work is mostly Google AI Overviews and whose prompt list stays under 200 [75]. Cost-conscious publishers wanting competitive content-gap analysis in both traditional and generative search [76].
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose SE Ranking for AI SEO tools for publishers and review websites?
- Is SE Ranking suitable for publishers needing AI visibility outside the US and Western Europe?
Publishers requiring rigorous source-quality, fact-provenance, author-expertise, licensing, or editorial-compliance analysis [77]. Organizations seeking guaranteed AI citations or direct control over answer-engine inclusion [77]. Teams prioritizing competitive monitoring across 6+ AI engines, including Claude, Copilot, Grok, or DeepSeek [78]. Publishers operating internationally beyond the seven reported locations [80]. Organizations needing native revenue attribution linking AI citations to traffic and conversions [82]. High-volume sites with 50,000+ pages and strict crawl requirements on lower tiers [83]. Teams needing direct CMS integration for automated content deployment based on citation gaps [84]. Buyers requiring fully transparent, unambiguous public pricing before procurement [85]. Publishers whose primary need is dedicated AI citation and source-eligibility analytics beyond keyword-level AI visibility [86].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to SE Ranking for a publisher that needs deep AI citation analytics?
- When should a publisher choose a specialized GEO platform instead of SE Ranking?
Choose a dedicated GEO or AI-citation platform when the primary requirement is deep prompt-level monitoring, cross-engine citation diagnostics, methodology transparency, or publisher/domain benchmarking rather than broad SEO operations [87]. Profound publishes the deepest disclosed dataset — 1.5B+ real user prompts and a 400M+ conversation corpus growing 150M per month — and tracks AI visibility worldwide, versus SE Ranking's reported four engines and seven locations [88]. Rankability is described as highly specialized for deep multi-brand client tracking, while SE Visible is the AI layer inside an all-in-one SEO suite [90]. Essel provides AI citation tracking across multiple answer engines with tiered frequency on all paid tiers, with published pricing from $69/month [91]. SEO.AI and SEOengine.ai offer more autonomous content generation and publishing workflows [93]. Choose an enterprise SEO suite when very large-scale crawling, advanced permissions, custom reporting, or established enterprise data integrations justify higher cost [87]. Choose a combination of SE Ranking plus a dedicated editorial or source-authority system when conventional SEO and AI visibility are needed but editorial provenance is mission-critical [87].
Questions to Verify Before Buying
Is AI-search tracking included in the selected Core plan, or is the AI Search add-on or SE Visible subscription required [95]? Which AI engines, search surfaces, countries, languages, and answer types are monitored [97]? How many prompts, domains, competitors, users, projects, historical months, exports, and API credits are included for the intended publisher portfolio [95]? Does the system show the exact cited passage, source URL, citation position, citation frequency, and changes over time [99]? How are prompts generated, sampled, refreshed, deduplicated, and localized [100]? Can the platform distinguish owned content, syndicated content, user-generated content, review directories, and editorially independent sources [101]? What Content Marketing limits apply to briefs, articles, AI words, plagiarism checks, and collaborators [102]? Are Google Search Console, Google Analytics, Data Studio, and Matomo integrations sufficient for the buyer's CMS, subscription, affiliate, and advertising reporting [95]? What are the auto-renewal, cancellation, refund, downgrade, unused-credit, and data-retention terms [103]? Can SE Ranking provide a methodology document or validation results for AI-visibility and cited-source measurements [104]? Does the Core plan's 100 daily AI prompts pool across all engines, reducing per-engine coverage [95]? For sites with 50,000+ pages, what are the actual crawl-credit costs and the upgrade path [105]?
Final AI Consensus Verdict
Good fit, with material caveats. Five of seven platforms rated SE Ranking "good" for this use case; two rated it "mixed." The consensus is that SE Ranking is a practical SEO-plus-AI-visibility platform for publishers and review websites that value integrated research, optimization, competitor analysis, content-gap work, and monitoring of AI-mentioned or cited sources [106]. It is not proven by the reviewed evidence to be a complete publisher-authority, provenance, or citation-acquisition solution [106]. Buy it when operational SEO coverage and scalable monitoring are the priority; supplement or replace it when independent source quality, editorial trust, or advanced AI-citation measurement is the central requirement. Platform agreement does not prove product quality — it reflects what these systems reported on 2026-09-18.
How This Review Was Produced
Seven AI platforms were asked which AI SEO and content optimization tools they would recommend for publishers and review websites. SE Ranking was named during ranking discovery by two platforms — Perplexity (rank 1) and Anthropic (rank 5) — and evaluated for fit by all seven. This report synthesizes those platform-reported findings, the supplied citation catalog, and retrieved official-page excerpts. No personal testing, customer interviews, or independent verification was performed. All citations are platform-reported evidence, not independently verified facts. The consensus index for this category is AI SEO Tools for Publishers and Review Websites, and the broader directory is ai seo content optimization.
Methodology Limitations
Platform-reported research dates differ from the authoritative run date of 2026-09-18. DeepSeek's response is dated 2026-04-26 and was produced with search disabled, so its claims are model-reported rather than retrieved. Platform-reported dates are provenance metadata and do not independently prove freshness. All included platforms evaluated fit, but the platform-mention count reflects only platforms that named SE Ranking during ranking discovery. Conflicting product names, pricing, and capabilities were not resolved by guessing; conflicts are described and buyers are directed to verify. The supplied URLs were collected from platform responses and were not independently validated by the writer stage. No-search model claims require explicit verification before being described as current facts. Published prices are "from" figures and may vary by billing frequency, limits, add-ons, promotions, or account configuration. AI-search results and citation measurements can vary by prompt, engine, location, time, and methodology; SE Ranking's public materials do not fully disclose all measurement details.
Explore more ai seo content optimization guidance in the category directory.
Sources
Company-Owned Sources
- Essel | AI SEO Content Engine on Autopilot: https://essel.ai/
- Payment and billing details FAQ: https://help.seranking.com/hc/en-us/articles/16332687136924-Payment-and-billing-details-FAQ
- SE Ranking — AI SEO Software That Gets Results: https://seranking.com/
- AI Visibility API: Track Brands Across AI Search & LLMs: https://seranking.com/ai-visibility-api.html
- AI Search Visibility Tool: Optimize for AI Search: https://seranking.com/ai-visibility-tracker.html
- SE Ranking AI Visibility Tool: https://seranking.com/ai-visibility.html
- Assess AI search visibility - SE Ranking API Documentation: https://seranking.com/api/data/quickstarts/assess-ai-search-visibility/
- SE Ranking FAQ: Features, Data & Pricing Answered: https://seranking.com/faq.html
- SE Ranking — Official Features: https://seranking.com/features.html
- Subscription - SE Ranking: https://seranking.com/subscription.html
- SE Ranking Pricing Plans: https://seranking.com/subscription.html?ga=3178661
- SE Ranking Official Pricing and Add-on Toolkit Specifications: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQE05fR5kIVbBsGt2vJJv2lyKY7v3_gdp-Pce26FLqcqeHMIfcCKTlsZe0aXybBjy4qCwO0a7Z54QVllVXmi8KzvEbtwTij2MdaNHZ0FnpyToMrXP4ZarzHZ3qp-zdchjhFD
- SE Ranking Brand Mentions and GA4 Integration Features: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGp70ducFEBh0POIMRLBvceTZy4_9tbtaOFyN9d9dRkeeasrRAoJjkfb3BaHlehXjrk02DmN3gT16pIXhuMxiunOVP31VXjFYGfIFnZKZiKoloDi6QoBBkC0sQE9tPhovDabw==
- Official AI Search Toolkit & AEO Optimization Tool Guide: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHF9qQUbGYhZaVFaPhzS7yBcK2xt9WQR7nzNe1aSyR4eYrj6OdB8TerlZ759F5V9wMUBCiTdXOUmVWypVBVwz8hWyfkGLS3RC88hxrdF8pP3hhUgP1xc53DX9IOXsTVm2mywuyNVac5AN8G
- SE Visible for Product Marketing Experts: https://visible.seranking.com/for-product-marketers/
- Official pricing and terms source: https://seranking.com/api-pricing.html
Additional AI research evidence109 records
- AI research evidence record anthropic:4-5
- AI research evidence record openai:c7
- AI research evidence record anthropic:10-9
- AI research evidence record anthropic:14-3
- AI research evidence record google:1.1.1
- AI research evidence record google:1.4.1
- AI research evidence record anthropic:3-6
- AI research evidence record anthropic:3-7
- AI research evidence record anthropic:3-8
- AI research evidence record openai:c3
- AI research evidence record google:1.1.2
- AI research evidence record google:1.1.5
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record anthropic:5-2
- AI research evidence record anthropic:5-11
- AI research evidence record anthropic:3-6
- AI research evidence record anthropic:3-8
- AI research evidence record openai:c4
- AI research evidence record anthropic:21-3
- AI research evidence record anthropic:1-1
- AI research evidence record openai:c7
- AI research evidence record google:1.1.1
- AI research evidence record grok:web:0
- AI research evidence record grok:web:3
- AI research evidence record kimi:reviewmytool-frase
- AI research evidence record anthropic:40-1
- AI research evidence record anthropic:40-4
- AI research evidence record anthropic:40-2
- AI research evidence record anthropic:40-5
- AI research evidence record grok:web:0
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:40-7
- AI research evidence record anthropic:40-8
- AI research evidence record openai:c1
- AI research evidence record grok:web:7
- AI research evidence record google:1.3.1
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:26-1
- AI research evidence record anthropic:26-2
- AI research evidence record anthropic:8-6
- AI research evidence record anthropic:41-13
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record google:1.1.3
- AI research evidence record openai:c4
- AI research evidence record anthropic:21-3
- AI research evidence record anthropic:1-1
- AI research evidence record google:1.1.1
- AI research evidence record google:1.3.3
- AI research evidence record openai:c2
- AI research evidence record anthropic:5-11
- AI research evidence record anthropic:5-12
- AI research evidence record grok:web:3
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record google:1.1.2
- AI research evidence record anthropic:33-6
- AI research evidence record anthropic:33-7
- AI research evidence record anthropic:21-5
- AI research evidence record anthropic:28-1
- AI research evidence record anthropic:33-1
- AI research evidence record openai:c1
- AI research evidence record grok:web:7
- AI research evidence record anthropic:14-1
- AI research evidence record anthropic:15-2
- AI research evidence record anthropic:11-1
- AI research evidence record perplexity:c2
- AI research evidence record google:1.3.1
- AI research evidence record openai:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-1
- AI research evidence record openai:c2
- AI research evidence record anthropic:5-12
- AI research evidence record anthropic:8-4
- AI research evidence record google:1.4.2
- AI research evidence record openai:c1
- AI research evidence record anthropic:40-1
- AI research evidence record anthropic:40-2
- AI research evidence record anthropic:40-7
- AI research evidence record anthropic:40-8
- AI research evidence record anthropic:8-6
- AI research evidence record anthropic:33-7
- AI research evidence record anthropic:1-1
- AI research evidence record perplexity:c2
- AI research evidence record deepseek:cit_seranking_ai
- AI research evidence record openai:c1
- AI research evidence record anthropic:26-2
- AI research evidence record anthropic:40-8
- AI research evidence record google:1.4.2
- AI research evidence record kimi:essel-review-makerstack
- AI research evidence record kimi:essel-official
- AI research evidence record kimi:thestacc-seoai
- AI research evidence record kimi:aboahreviews-seoengine
- AI research evidence record openai:c1
- AI research evidence record openai:c5
- AI research evidence record anthropic:40-1
- AI research evidence record anthropic:40-7
- AI research evidence record anthropic:5-11
- AI research evidence record anthropic:26-1
- AI research evidence record anthropic:3-7
- AI research evidence record google:1.3.1
- AI research evidence record anthropic:15-2
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:33-7
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-1
- AI research evidence record google:1.4.1
- AI research evidence record deepseek:cit_seranking_ai
Independent Sources
- SEOengine.ai Review 2026: I Tested It for SEO Rankings in 60 Days - Aboah Reviews: https://aboahreviews.com/seoengine-ai-review/
- SEO.ai Review 2026: Features, Pricing & Verdict: https://aiagentsquare.com/agents/seo-ai
- SE Ranking GEO Review 2026: https://aigeodirectory.com/tools/se-ranking-geo-review
- SERanking SEO Tool Review. Features, Pricing, Setup Tips to Boost… | by C. L. Beard | Medium: https://chesterbeard.medium.com/seranking-seo-tool-review-b9fc6ada9659
- SE Ranking Review 2026: Pricing, Features & Honest Verdict | CrawlRaven: https://crawlraven.com/blog/se-ranking-review
- Update 2026 SEObot Review 2026 - Govelomatrix: https://govelomatrix.com/seobot-review/
- SE Ranking Review 2026: Pricing, Limits, and Best Plans | HostDecider: https://hostdecider.com/saas/seranking-review-2026/
- Essel Review (2026): Pricing, Features & Honest Verdict - MakerStack: https://makerstack.co/reviews/essel-review/
- SE Ranking Review (2026): Pricing, Features & Alternatives: https://maxaeo.ai/ai-tools/tool/se-ranking/
- 9 AI Visibility Optimization Platforms Ranked by AEO Score (2026: https://nicklafferty.com/blog/best-ai-visibility-optimization-platforms/
- SE Ranking Review 2026: We Tested the Full SEO Suite: https://organikpi.com/blog/reviews/se-ranking-review/
- 25 Best AI Search Tracking and Visibility Tools for 2026 - Radarkit: https://radarkit.ai/blog/best-ai-search-rank-tracking-and-visibility-tools/
- SE Ranking Review: Features, Pricing, Pros & Cons | Scribe: https://scribehow.com/o/q7JbgrkQSEG3NHRnXdcGvg/page/SE_Ranking_Review_Features_Pricing_Pros_and_Cons__hBFAPnkWTTexKO5XDmeoLw
- SEO.AI Review 2026: Real Pricing, Two Tiers, Honest Verdict: https://thestacc.com/reviews/seo-ai/
- SE Ranking Review (2026): AI SEO & AI Overviews Tracking: https://tooldirectory.ai/tools/se-ranking
- SE Ranking AI Content Editor and Add-on Limitations Review: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEkuT6JJAEFmYOwuJBvrbuYsGZPChcFj3Vrn0k2ZxUg8oy63c7u3RXZVXxevO17D3eNY8wI3unm9MceQMQG-YIWqxxVu30L-hGg6EsYvf6b4In_iaxn2txlvtMJ2UMB_fGG6cy2IVRRbpY=
- SE Ranking Platform Feature and Content Editor Cost Breakdown: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQH_t46MClzY85E4yx0oRtTNtYlmI0Iq-XbN8mR8FWm3q7avqZzU_JO6FDmxsTv1qYlhBnpg-A7fqmGCx_XN6zIhYV0g0stNpmAlyQV5uRFA84SD3sYB-B79cSu9BizO2b8xWZ7WoRAlREKgZuHbmMC3
- SE Visible vs Rankability: Best AI Visibility Tracking Tools: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHKD1Ro_CY-D3GtgsulD5bCVpaoMuyhlXvuFDm30jLvBRI5IY80gq-34bvJSHcFSEFKQRibmp6w-gCVYgjxUwfoehRoBUNqPDjWlD29a9nc-TekDr7YyZ-h0aGWoSIWGpWYV4zAlbaDdKNaHL-VFm-NrgAQL6sR5gdYcB3GxWvYU6YEQBM=
- SE Ranking AI Search Capabilities and Topic Discovery: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHvu7LTaQfDJCD9o3Kvs5kr6DDn4h67aCjv31gjccBszMd-jF0NuWnA1fP4m-3S5LuuOfTaqzEGKyi39cbe8qNtS3VyKF-_Lq-sIGY_j7Qlsh6gli3mi8I1ENK-S1-os86FNGvyLG8IanX-YmYDaAthDkikk2Si4l6yoOIFhrT454CFrbUdERQdeSqwKaknIqvE46261juPPRE_UM_xV9-dV5rm
- SE Ranking 2026 Pricing, Features, Reviews & Alternatives | GetApp: https://www.getapp.com/marketing-software/a/se-ranking/
- How to Monitor Your Brand in ChatGPT, Perplexity & AI Search (2026 Guide: https://www.getpassionfruit.com/blog/how-to-monitor-your-brand-across-chatgpt-perplexity-and-ai-search
- SE Ranking's AI visibility tracker review for agencies (2026): is it worth it for client AI visibility? | Rankability Blog: https://www.rankability.com/blog/se-rankings-ai-visibility-tracker-review/
- Frase Review 2026: I Tested It on My Own Site and Here Is What Happened: https://www.reviewmytool.com/reviews/frase-review/
- How to Rank in ChatGPT, Perplexity, and Google AI Overview - SOCi: https://www.soci.ai/blog/how-to-rank-in-chatgpt-perplexity-and-google-ai-overview/
- How AI search is shifting brand visibility from SEO to data verification: https://www.techradar.com/pro/how-ai-search-is-shifting-brand-visibility-to-data-verification
- SE Ranking review: https://www.techradar.com/pro/software-services/se-ranking
- SE Ranking AI Visibility Tracker Review 2026 - Analyze AI: https://www.tryanalyze.ai/blog/se-rankings-ai-visibility-tracker-review
- SE Visible Review (2026): Pros, Cons & How It Compares to Profound: https://www.tryprofound.com/blog/se-visible-review
Additional AI research evidence109 records
- AI research evidence record anthropic:4-5
- AI research evidence record openai:c7
- AI research evidence record anthropic:10-9
- AI research evidence record anthropic:14-3
- AI research evidence record google:1.1.1
- AI research evidence record google:1.4.1
- AI research evidence record anthropic:3-6
- AI research evidence record anthropic:3-7
- AI research evidence record anthropic:3-8
- AI research evidence record openai:c3
- AI research evidence record google:1.1.2
- AI research evidence record google:1.1.5
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record anthropic:5-2
- AI research evidence record anthropic:5-11
- AI research evidence record anthropic:3-6
- AI research evidence record anthropic:3-8
- AI research evidence record openai:c4
- AI research evidence record anthropic:21-3
- AI research evidence record anthropic:1-1
- AI research evidence record openai:c7
- AI research evidence record google:1.1.1
- AI research evidence record grok:web:0
- AI research evidence record grok:web:3
- AI research evidence record kimi:reviewmytool-frase
- AI research evidence record anthropic:40-1
- AI research evidence record anthropic:40-4
- AI research evidence record anthropic:40-2
- AI research evidence record anthropic:40-5
- AI research evidence record grok:web:0
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:40-7
- AI research evidence record anthropic:40-8
- AI research evidence record openai:c1
- AI research evidence record grok:web:7
- AI research evidence record google:1.3.1
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:26-1
- AI research evidence record anthropic:26-2
- AI research evidence record anthropic:8-6
- AI research evidence record anthropic:41-13
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record google:1.1.3
- AI research evidence record openai:c4
- AI research evidence record anthropic:21-3
- AI research evidence record anthropic:1-1
- AI research evidence record google:1.1.1
- AI research evidence record google:1.3.3
- AI research evidence record openai:c2
- AI research evidence record anthropic:5-11
- AI research evidence record anthropic:5-12
- AI research evidence record grok:web:3
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record google:1.1.2
- AI research evidence record anthropic:33-6
- AI research evidence record anthropic:33-7
- AI research evidence record anthropic:21-5
- AI research evidence record anthropic:28-1
- AI research evidence record anthropic:33-1
- AI research evidence record openai:c1
- AI research evidence record grok:web:7
- AI research evidence record anthropic:14-1
- AI research evidence record anthropic:15-2
- AI research evidence record anthropic:11-1
- AI research evidence record perplexity:c2
- AI research evidence record google:1.3.1
- AI research evidence record openai:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-1
- AI research evidence record openai:c2
- AI research evidence record anthropic:5-12
- AI research evidence record anthropic:8-4
- AI research evidence record google:1.4.2
- AI research evidence record openai:c1
- AI research evidence record anthropic:40-1
- AI research evidence record anthropic:40-2
- AI research evidence record anthropic:40-7
- AI research evidence record anthropic:40-8
- AI research evidence record anthropic:8-6
- AI research evidence record anthropic:33-7
- AI research evidence record anthropic:1-1
- AI research evidence record perplexity:c2
- AI research evidence record deepseek:cit_seranking_ai
- AI research evidence record openai:c1
- AI research evidence record anthropic:26-2
- AI research evidence record anthropic:40-8
- AI research evidence record google:1.4.2
- AI research evidence record kimi:essel-review-makerstack
- AI research evidence record kimi:essel-official
- AI research evidence record kimi:thestacc-seoai
- AI research evidence record kimi:aboahreviews-seoengine
- AI research evidence record openai:c1
- AI research evidence record openai:c5
- AI research evidence record anthropic:40-1
- AI research evidence record anthropic:40-7
- AI research evidence record anthropic:5-11
- AI research evidence record anthropic:26-1
- AI research evidence record anthropic:3-7
- AI research evidence record google:1.3.1
- AI research evidence record anthropic:15-2
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:33-7
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-1
- AI research evidence record google:1.4.1
- AI research evidence record deepseek:cit_seranking_ai
Other Sources
- SE Visible 2026 Plans: New Features & Updates: https://visible.seranking.com/blog/sevisible-plans-for-2026/
Additional AI research evidence109 records
- AI research evidence record anthropic:4-5
- AI research evidence record openai:c7
- AI research evidence record anthropic:10-9
- AI research evidence record anthropic:14-3
- AI research evidence record google:1.1.1
- AI research evidence record google:1.4.1
- AI research evidence record anthropic:3-6
- AI research evidence record anthropic:3-7
- AI research evidence record anthropic:3-8
- AI research evidence record openai:c3
- AI research evidence record google:1.1.2
- AI research evidence record google:1.1.5
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record anthropic:5-2
- AI research evidence record anthropic:5-11
- AI research evidence record anthropic:3-6
- AI research evidence record anthropic:3-8
- AI research evidence record openai:c4
- AI research evidence record anthropic:21-3
- AI research evidence record anthropic:1-1
- AI research evidence record openai:c7
- AI research evidence record google:1.1.1
- AI research evidence record grok:web:0
- AI research evidence record grok:web:3
- AI research evidence record kimi:reviewmytool-frase
- AI research evidence record anthropic:40-1
- AI research evidence record anthropic:40-4
- AI research evidence record anthropic:40-2
- AI research evidence record anthropic:40-5
- AI research evidence record grok:web:0
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:40-7
- AI research evidence record anthropic:40-8
- AI research evidence record openai:c1
- AI research evidence record grok:web:7
- AI research evidence record google:1.3.1
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:26-1
- AI research evidence record anthropic:26-2
- AI research evidence record anthropic:8-6
- AI research evidence record anthropic:41-13
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record google:1.1.3
- AI research evidence record openai:c4
- AI research evidence record anthropic:21-3
- AI research evidence record anthropic:1-1
- AI research evidence record google:1.1.1
- AI research evidence record google:1.3.3
- AI research evidence record openai:c2
- AI research evidence record anthropic:5-11
- AI research evidence record anthropic:5-12
- AI research evidence record grok:web:3
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record google:1.1.2
- AI research evidence record anthropic:33-6
- AI research evidence record anthropic:33-7
- AI research evidence record anthropic:21-5
- AI research evidence record anthropic:28-1
- AI research evidence record anthropic:33-1
- AI research evidence record openai:c1
- AI research evidence record grok:web:7
- AI research evidence record anthropic:14-1
- AI research evidence record anthropic:15-2
- AI research evidence record anthropic:11-1
- AI research evidence record perplexity:c2
- AI research evidence record google:1.3.1
- AI research evidence record openai:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-1
- AI research evidence record openai:c2
- AI research evidence record anthropic:5-12
- AI research evidence record anthropic:8-4
- AI research evidence record google:1.4.2
- AI research evidence record openai:c1
- AI research evidence record anthropic:40-1
- AI research evidence record anthropic:40-2
- AI research evidence record anthropic:40-7
- AI research evidence record anthropic:40-8
- AI research evidence record anthropic:8-6
- AI research evidence record anthropic:33-7
- AI research evidence record anthropic:1-1
- AI research evidence record perplexity:c2
- AI research evidence record deepseek:cit_seranking_ai
- AI research evidence record openai:c1
- AI research evidence record anthropic:26-2
- AI research evidence record anthropic:40-8
- AI research evidence record google:1.4.2
- AI research evidence record kimi:essel-review-makerstack
- AI research evidence record kimi:essel-official
- AI research evidence record kimi:thestacc-seoai
- AI research evidence record kimi:aboahreviews-seoengine
- AI research evidence record openai:c1
- AI research evidence record openai:c5
- AI research evidence record anthropic:40-1
- AI research evidence record anthropic:40-7
- AI research evidence record anthropic:5-11
- AI research evidence record anthropic:26-1
- AI research evidence record anthropic:3-7
- AI research evidence record google:1.3.1
- AI research evidence record anthropic:15-2
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:33-7
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-1
- AI research evidence record google:1.4.1
- AI research evidence record deepseek:cit_seranking_ai
Verify this research
Review the study details behind this page or download the public machine-readable verification record.
- Study date
- September 18, 2026
- Platforms analyzed
- 7
- Source records
- 48
- Ranking mentions
- 2 of 7
- Platform share
- 29%
- Final consensus rank
- #6
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
31 independent · 16 company-owned · 1 unclear
Evidence support
28 direct · 6 partial
Important limitation
Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.
Source snapshot SHA-256 1c3be0ff499ffcbfb6be218d2a98db95d94e47a016e22c5b90a5de3f07ccb168