Answer Capsule
SE Ranking is a mixed-to-good fit for small businesses that want keyword research, competitor analysis, site audits, rank tracking, and content optimization in one platform without hiring a large SEO team. Six of the seven included platforms named SE Ranking during the ranking stage, and it finished first overall. The strongest reason to consider it is breadth: independent reviews describe an all-in-one suite covering keyword research, competitor analysis, audits, rank tracking, local data, and content-oriented guidance at a lower price than Semrush or Ahrefs [1]. The main limitation is pricing and plan uncertainty: public 2026 sources conflict between legacy Essential/Pro/Business tiers and newer Core/Growth tiers, and AI-search visibility is a separate paid add-on rather than bundled [3].
Research Snapshot
| Field | Detail |
|---|---|
| Platform mentions in ranking stage | 6 of 7 included platforms (anthropic, deepseek, google, grok, openai, perplexity) |
| Share of included platform responses | 85.7% |
| Average listed rank | 3.0 |
| Best listed rank | 1 |
| Relevant product/model/plan | Core plan (reported $103.20/month annual, $129/month monthly); Growth plan (reported $223.20/month annual, $279/month monthly); optional AI Search add-on (reported $71.20/month annual, $89/month monthly) |
| Overall use-case fit | Mixed to good — strong functional coverage, unresolved pricing and plan-name conflicts |
| 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 Small Businesses?
- How many AI platforms named SE Ranking in the ranking stage for small-business AI SEO tools?
SE Ranking qualified because six of the seven included platforms named it during ranking discovery, and it placed first in the final ranking with an average listed rank of 3.0 and a best rank of 1. Only one included platform did not name it in the ranking stage.
The platform-level fit ratings were not unanimous. Four platforms rated SE Ranking a "good" fit for this use case (anthropic, deepseek, google, grok), two rated it "mixed" (openai, kimi), and one rated it "good" (perplexity). That split is the central finding of this review: the disagreement is not about whether SE Ranking works, but about whether its current pricing and AI-search add-on structure make it the right budget choice for a small business.
Independent review coverage supports the functional case. TechRadar identifies SE Ranking as an all-in-one SEO platform covering rank tracking, audits, competitor research, backlink analysis, content optimization, and AI-search visibility [6]. PCMag describes it as an affordable, easy-to-use all-in-one SEO suite suitable for smaller teams [7]. G2-derived data cited in one review reports a 4.8/5 score across 1,432 reviews with ease of use at 9.3/10 [8].
The Product, Model, Plan, or Service Most Relevant to AI SEO Tools for Small Businesses
Questions This Section Answers
- Which SE Ranking plan should a small business choose for keyword research and content optimization?
- Is SE Ranking's AI Search add-on included in the Core plan or billed separately?
The most relevant SE Ranking offering for this use case is the Core plan, with the Growth plan as the upgrade path and the AI Search add-on as the optional AI-visibility layer.
Platforms converged on Core as the entry point. Anthropic named "Core plan ($103.20/month annual, $129/month monthly) with optional AI Search add-on ($71.20/month annual, $89/month monthly)." Google named "Core Plan or Growth Plan." Grok named "Core plan (or Growth if limits exceeded); includes AI Results Tracker/GEO prompts." Perplexity named "Core plan; Growth plan; Essential plan with AI visibility add-on where available." OpenAI named the Core plan but flagged that buyers must verify whether the currently published Core/Growth structure or legacy Essential/Pro/Business pricing applies at purchase. Kimi named the Core Plan. DeepSeek described "Core or Growth plan (SEO toolkit) plus AI Visibility add-on where available."
The plan-name conflict is material and unresolved. TechRadar's January 2026 review lists legacy Essential/Pro/Business pricing, while multiple later 2026 reviews report a transition to Core/Growth/Enterprise [9]. One independent review states SE Ranking retired its legacy Essential ($65/mo), Pro ($119/mo), and Business ($259/mo) plans in late 2025 and shifted new users to Core ($129/mo) and Growth ($279/mo) [12]. The official SE Ranking homepage retrieved during this assessment shows "Core" and monthly figures of $103.20, $223.20, $69.00, $71.20, and $149.00, but the excerpt does not map each figure to a named plan (official:C1). Buyers should treat the live checkout page as authoritative.
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree SE Ranking does well for small businesses?
- Does SE Ranking cover keyword research, competitor analysis, and content optimization in one platform?
Platforms agreed on four points: breadth of SEO workflow coverage, suitability for small teams without a dedicated SEO specialist, competitive analysis capability, and the existence of an AI-search visibility feature.
On breadth, independent reviews describe SE Ranking as covering rank tracking, audits, competitor research, backlink analysis, content optimization, and AI-search visibility in one platform [13]. Anthropic's research cites keyword research across a database of 5.4 billion keywords spanning 188 country databases [14], backlink analysis covering 2.9 trillion backlinks across 2.2 billion domain profiles with 58% refreshed every 90 days [15], and a Content Editor that analyzes top 10 competing pages to suggest word count, headings, keywords, topics, and images [16].
On small-team suitability, PCMag describes the suite as affordable and easy to use for smaller teams [17], and G2-derived ease-of-use scoring is reported at 9.3/10, above Semrush's 8.4 [18]. One independent analysis cautions that the learning curve is steep and most small business owners use only 10–20% of features [19].
On competitive analysis, Capterra-sourced commentary describes competitor keyword analysis as robust, particularly through the API [20]. Perplexity's research cites official SE Ranking keyword-gap and competitor-research workflows [21].
On AI-search visibility, platforms agreed the capability exists but disagreed on packaging. Independent reviews consistently describe an AI Search add-on tracking visibility across AI Overviews, AI Mode, Perplexity, ChatGPT, and Gemini [22]. Google's research describes a dedicated "SE Visible" tracker reporting brand mentions and link citations across Google AI Overviews, Perplexity, ChatGPT, and Gemini [24].
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Why do AI platforms disagree about whether SE Ranking is affordable for a small business?
- Is SE Ranking's current pricing Core/Growth or the older Essential/Pro/Business structure?
The platforms disagreed on affordability, plan naming, and AI-feature packaging. None of these disagreements were resolved by the supplied evidence.
Affordability. TechRadar lists legacy Essential pricing at $65/month or $52/month annually [25]. Newer 2026 third-party reports list Core at $129/month or $103.20/month annually [26]. That is roughly double the legacy entry price. One review states SE Ranking is "no longer labeled as 'cheap Semrush alternative'" and has repositioned as mid-market [29]. Another reports that base Core at $103.20/month annual appears affordable but add-ons can increase costs by 60% or more [30].
Plan naming. OpenAI flagged that the official SE Ranking pages could not be retrieved successfully during its assessment and that the mapping between Core/Growth and Essential/Standard/Advanced labels is unclear. Google noted that several 2026 reviews continue to list legacy Essential and Pro plans, which may confuse buyers looking at the newly standardized Core and Growth model.
AI-feature packaging. Anthropic reports AI search tracking is a dedicated paid add-on layered on the base plan rather than bundled [31]. Perplexity reports the AI Search add-on price is inconsistent across independent sources and not clearly confirmed on accessible official pages [32]. DeepSeek reports that whether an AI Visibility add-on exists, its price, and which plans include it is unclear [33].
Legacy migration risk. One independent source reports legacy customers describing forced migrations with 50–500% price increases per Trustpilot [34]. This is platform-reported user feedback, not independently verified.
Content performance. SE Ranking's own experiment reportedly showed edited AI content on established domains earning 555,000+ impressions, 2,300+ clicks, and several top-10 rankings, while bulk AI-only content on new domains faded after a visibility test [35]. This is company-originated research reported by a third party, not independent verification.
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does SE Ranking provide content recommendations and optimization guidance a small business can act on without an SEO team?
- How does SE Ranking handle AI search visibility tracking for small businesses?
Keyword and topic research. SE Ranking's keyword research tool accesses a database of 5.4 billion keywords across 188 country databases [37]. One review states the Core plan provides unlimited keyword and competitor research [38]. Grok's research reports Core supports unlimited keyword/competitor research with 2,000 daily tracked keywords and 100 daily AI/GEO prompts [39]. The keyword database is smaller than Semrush's reported 25B+ [41], which one review notes may feel limiting for heavy enterprise or link-focused research [42].
Content recommendations. The Content Editor analyzes top 10 competing pages and suggests word count, headings, keywords, topics, images, and readability level as a working brief based on what is already ranking [43]. TechRadar describes the tool as comparing pages against many parameters and presenting categorized issues and fixes [44]. AskAI can rewrite sections or generate article drafts, but one expert review notes that attempting to satisfy every suggested term usually makes copy worse [45].
Competitive analysis. Competitor keyword analysis is described as robust, particularly through the API [46]. Backlink analysis covers 2.9 trillion backlinks across 2.2 billion domain profiles [47], though the backlink index is smaller than Ahrefs or Semrush [48].
AI search visibility. The AI Search add-on tracks ChatGPT, AI Mode, Perplexity, Google AI Overviews, and Gemini at a reported $71.20/month annual or $89/month monthly [49]. It is a separate paid add-on, not bundled [50]. Google's research describes an MCP server connecting SE Ranking's Data API to AI assistants like Claude Desktop, ChatGPT, and Gemini, with over 160 endpoints for standard SEO tasks [51]. One independent tutorial reports the MCP server allows users to query live keyword data inside Claude Desktop in real time [53].
Local SEO. SE Ranking is reported to include local marketing tools and location-oriented visibility insights [44]. Kimi's research states the platform includes local rank tracking and citation management but lacks Google Business Profile management and Map Pack tracking integration [54].
Automation limits. Kimi's research states SE Ranking does not offer automatic CMS publishing; users must manually implement content and changes [55]. Anthropic's research notes that running an audit on a 10,000-page Shopify store can take hours and recommendations require manual implementation, with no AI agent auto-fixing schema markup or deploying structured data at scale.
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does SE Ranking cost per month for a small business, and are there setup or cancellation fees?
- What add-ons increase SE Ranking's monthly cost beyond the base Core plan?
Pricing is the least settled part of this review. Public 2026 sources conflict, and the official pages retrieved during this assessment did not fully resolve the conflict.
Reported base plans. Multiple 2026 sources report Core at $129/month or $103.20/month annually and Growth at $279/month or $223.20/month annually, with a roughly 20% annual discount [56]. TechRadar's January 2026 review lists legacy Essential at $65/month or $52/month annually, Pro at $119/month or $95.20/month annually, and Business at $259/month or $207.20/month annually [61]. DeepSeek reports a broader approximate range of $52–$191/month across sources and years [62]. The official SE Ranking homepage retrieved during this assessment shows monthly figures of $103.20, $223.20, $69.00, $71.20, and $149.00 without a clear plan mapping in the excerpt (official:C1).
Reported add-ons. AI Search add-on at $71.20/month annual or $89/month monthly [63]. Agency Pack at $69/month [64]. Extra articles starting at $39.20/month [66]. Extra keyword capacity at $22.40–$32/month depending on plan [67]. Extra manager seats at $16.00 per seat [65]. API access at $45/month annual-only or $149/month [67]. One source reports the content generator is packaged as an add-on beginning at $29/month for 15 articles for basic subscriptions [68].
Plan limits. Core is reported to include 25 articles/month and Growth 50 articles/month [69]. Core is reported to include 1 manager seat and Growth 3 manager seats [70]. One source notes the single manager seat creates a bottleneck for teams larger than one person [71]. Google's research reports Core includes 10 projects and 2,000 tracked keywords.
Contracts and cancellation. Monthly plans can reportedly be cancelled at any time without penalty; annual plans run until the end of the billing period with no mid-term cancellation refunds reported [67]. Payments are reported as non-refundable except where service was not delivered as promised [67]. One source reports auto-renewal and mid-term cancellation refund policies as "not publicly disclosed" [72]. A 14-day free trial with no credit card required is reported, with full feature access but add-ons excluded from the trial [73].
Cost escalation. One source reports add-ons can increase monthly costs by 60% or more above the headline price [67]. Another notes that once a buyer needs 2–3 add-ons, the cost advantage over Semrush's bundled offerings disappears [67].
Best Suited For
Questions This Section Answers
- Who is SE Ranking best suited for among small businesses using AI SEO tools?
- Is SE Ranking worth it for a solo operator or a small team managing a few websites?
SE Ranking is best suited to small businesses and lean teams that want broad SEO workflow coverage in one subscription and are willing to execute recommendations manually.
Platforms converged on several buyer profiles. Anthropic's best-fit list includes solo SEO practitioners or freelancers managing their own sites or 1–3 client projects, small businesses under 50 employees running single or few websites with modest keyword volumes, content publishers prioritizing rank tracking, site audits, and keyword research at entry-level pricing, agencies managing up to 10 projects with white-label reporting needs, and teams already doing SEO who want a cost-effective all-in-one alternative to Semrush. Google's list includes small businesses wanting an all-in-one SEO suite with built-in AI writing and content optimization, solo marketers and small teams wanting to execute AI-driven search workflows inside conversational AI clients like Claude via MCP, and cost-conscious businesses wanting keyword rankings, technical audits, and competitor analysis under a single predictable budget. Perplexity's list includes small businesses needing keyword research, competitor analysis, and content optimization in one platform, teams wanting AI visibility tracking alongside classic SEO tools, and buyers comfortable with a mid-market subscription rather than a budget-only tool.
The common thread: buyers who will use several workflows and can absorb the learning curve. One independent analysis notes most small business owners use only 10–20% of features [75], which means the value case depends on actually using the breadth.
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose SE Ranking for AI SEO Tools for Small Businesses?
- Is SE Ranking a poor fit for a small business that only needs basic rank tracking?
SE Ranking is probably not the best fit for buyers whose primary need is the lowest-cost option, fully autonomous content production, or bundled AI-search visibility.
OpenAI's probably-not-best-for list includes a very small business seeking the lowest-cost content optimizer for one website, buyers needing primarily AI-generated content rather than research, auditing, tracking, and optimization guidance, and teams requiring deeply specialized PPC intelligence or enterprise-scale SEO data. Anthropic's list includes businesses requiring extensive AI visibility tracking without significant add-on costs, large teams requiring more than 3 concurrent manager seats or 5,000+ daily keyword tracking limits, enterprises or agencies managing 30+ client projects needing high-volume backlink data or 188-country localization, organizations expecting full end-to-end content automation, and businesses with legacy plans facing forced migrations. Kimi's list includes businesses wanting fully autonomous AI content creation and publishing, small businesses with zero SEO knowledge seeking done-for-you solutions, users needing automatic CMS publishing without manual oversight, and those requiring integrated Google Business Profile management in the same workflow.
The recurring limitation across platforms is that SE Ranking is an assistive suite, not an autonomous agent. Kimi's research states SE Ranking does not offer automatic CMS publishing and that AI features are assistive rather than autonomous [76].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to SE Ranking for a small business that needs cheaper AI search visibility tracking?
- When should a small business choose Surfer SEO, Semrush, or a free tool instead of SE Ranking?
Several platforms named specific alternatives and the conditions that favor them.
For lower-cost AI search visibility tracking: Anthropic's research names Ubersuggest at $29/month for the Individual plan or $290 one-time lifetime access, offering AI Search Visibility, AI Keyword Overview, and AI Prompt Ideas. It also names Otterly and Siftly as more affordable tracking entry points.
For content-first optimization: Anthropic names Surfer SEO at $99/month for the Essential plan, which scores content against ranking pages and provides an AI writing assistant, though output needs editing. OpenAI names a narrower content optimizer when the main need is page-level writing guidance and the business does not need rank tracking, audits, or competitor intelligence. Google names Clearscope or Surfer SEO when a business only needs highly sophisticated semantic content evaluation.
For deeper competitive intelligence: OpenAI names Semrush when the buyer prioritizes deeper competitor, keyword, and content intelligence and can accept higher pricing. Grok names Semrush or Ahrefs when a larger backlink index or more advanced AI is required.
For budget-constrained buyers: OpenAI names a lower-cost or free combination of Google Search Console, Google Keyword Planner, and a lightweight content tool when budget is the overriding constraint. Anthropic names Rank Math (free core plugin, Pro at $59/year) for WordPress-based small businesses wanting SEO built into the CMS.
For autonomous content production: Kimi names SEO.AI ($149–$299/month) or SEOBrain ($19–$99/month) for autonomous writing, publishing, and internal linking, and Byword ($99–$999/month for 25–300 articles) for high content volume.
For local service businesses: Kimi names dedicated Google Business Profile management tools or Stacc bundles (content + local + social at $99–$167/month) rather than SE Ranking's incomplete local suite.
Questions to Verify Before Buying
Questions This Section Answers
- What should a small business confirm with SE Ranking before signing up for the Core plan?
- How can a buyer verify SE Ranking's current AI Search add-on price and included limits?
The supplied research produced a consistent verification list across platforms. Buyers should confirm each item directly with SE Ranking or on the live checkout page before subscribing.
Plan and price. What plan name and price are displayed for a U.S. buyer on the current checkout page (openai)? Is the Core plan still available, and what are its exact project, keyword, seat, audit, content, and AI-prompt limits (openai)? What are the exact current 2026 plan names, limits, and monthly prices (deepseek)?
AI features. Is AI-search visibility included in Core, an add-on, or restricted to Growth or higher (openai)? What is the current monthly and annual price for the AI Search add-on in the United States (perplexity)? Does the plan include Google Business Profile integration or local Map Pack tracking (kimi)?
Limits and overages. Are content-editor, keyword-research, local-SEO, API, or AI-visibility usage limits separate from the base subscription (openai)? Are additional seats, projects, tracked keywords, prompts, locations, or audit pages billed separately (openai)? How many total keywords does the buyer plan to track daily, and what are the overage costs (anthropic)?
Team capacity. Will the team need more than 1 manager seat (Core limit) or 3 manager seats (Growth limit) for concurrent access (anthropic)?
Contracts. What are the monthly-versus-annual renewal prices, cancellation deadlines, refunds, and trial or money-back conditions (openai)? What is the cancellation and refund policy for annual commitments (kimi)?
Migration risk. Is the buyer on an old SE Ranking legacy plan (Essential/Pro/Business), and if migrating to new Core/Growth plans, what is the detailed cost comparison for exact usage (anthropic)?
Content workflow. What is the buyer's operational capacity to edit AI-generated content, given that SE Ranking's own research confirms unedited AI content does not sustain rankings (anthropic)?
Final AI Consensus Verdict
SE Ranking is a defensible choice for small businesses that want an integrated SEO workflow with keyword research, competitor analysis, audits, rank tracking, local insights, and content-oriented optimization guidance, and that will execute recommendations manually. Six of seven included platforms named it, it finished first overall, and four of seven rated it a good fit for this use case.
It is not an unqualified budget recommendation. Two platforms rated the fit mixed, and the reason is consistent: public 2026 sources conflict on plan names and pricing, the reported newer Core price is roughly double the legacy Essential price, and AI-search visibility is a separate paid add-on rather than bundled. One source reports add-ons can raise monthly costs by 60% or more above the headline price [78].
The practical verdict: proceed only after confirming the live U.S. Core price, included AI and content capabilities, quotas, add-ons, and cancellation terms. Buyers whose primary need is the lowest possible price, fully autonomous content production, or bundled AI-search tracking should evaluate the alternatives named above before committing.
How This Review Was Produced
This review was produced from a structured multi-platform research run dated 2026-09-18. Seven AI platforms were queried with the same prompt about AI SEO Tools for Small Businesses: anthropic (claude-haiku-4-5-20251001), deepseek (deepseek-v4-flash), google (gemini-3.5-flash), grok (x-ai/grok-4.3), kimi (moonshotai/kimi-k2.6), openai (gpt-5.6-luna), and perplexity (perplexity/sonar). Six of the seven named SE Ranking during the ranking stage.
Each platform supplied fit-research responses covering strengths, limitations, pricing, alternatives, and questions to verify before buying. Those responses were synthesized into this review. All platform outputs are labeled platform-reported and were not independently verified by the writer stage. Citations reference the platform and original citation ID from the supplied evidence catalog.
Methodology Limitations
Several limitations apply to this review.
Platform-reported evidence. All citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts. DeepSeek's research ran with search disabled.
Date discrepancies. The authoritative run research date is 2026-09-18. DeepSeek's platform-reported research date is 2026-01-15, which differs from the run date. Platform-reported dates are provenance metadata and do not independently prove freshness.
Official-site retrieval. Official SE Ranking pages could not be retrieved successfully during at least one platform's assessment. The official pages retrieved during this run returned excerpts that show plan figures without a clear plan-name mapping (official:C1, official:C2). Missing excerpts do not prove absence of a feature or price.
Unresolved conflicts. Plan names, pricing, AI-add-on packaging, and legacy migration terms conflict across sources. This review describes the conflicts rather than resolving them.
Source validation. The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
No performance guarantee. Public independent evidence does not establish guaranteed ranking improvement or specific customer outcomes. SE Ranking's own AI-content experiment is company-originated research reported by a third party, not independent verification.
Platform count. All included platforms evaluated fit, but the platform-mention count reflects only platforms that named the entity during ranking discovery.
Explore more ai seo content optimization guidance in the category directory.
Sources
Company-Owned Sources
- AI SEO Tool (2026) | Research, Write, Optimize & Publish | Byword: https://byword.ai/ai-seo-tool/
- SEOBrain - AI SEO Tool That Thinks Like a Strategist: https://seobrain.io/
- SE Ranking official site: https://seranking.com/
- SE Ranking AI visibility feature coverage: https://seranking.com/ai-visibility.html
- AI Content Generator: Details & Limits - SE Ranking: https://seranking.com/ai-writer-pricing.html
- AI Content Generator: The Fastest Way to Create Texts - SE Ranking: https://seranking.com/ai-writer.html
- MCP Server - SE Ranking API Documentation: https://seranking.com/api/mcp-server.html
- Keyword Gap Analysis: How to Spot and Bridge Them: https://seranking.com/blog/keyword-gap/
- SE Ranking Official Features and Product Information: https://seranking.com/features.html
- API pricing - Knowledge Base - SE Ranking: https://seranking.com/kb/api-pricing.html
- SE Ranking SEO platform features: https://seranking.com/seo-tools.html
- Subscription - SE Ranking: https://seranking.com/subscription.html
- Connect your AI to live SEO data: Real-time keyword and competitor research with MCP: https://seranking.com/webinar/mcp-server.html
- What's New at SE Ranking - Product Updates: https://seranking.com/whats-new.html
- Official pricing and terms source: https://seranking.com/api-pricing.html
Additional AI research evidence78 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:citation_26
- AI research evidence record openai:c2
- AI research evidence record anthropic:citation_12
- AI research evidence record anthropic:citation_13
- AI research evidence record openai:c1
- AI research evidence record deepseek:c4
- AI research evidence record anthropic:citation_10
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record google:1.1.5
- AI research evidence record openai:c1
- AI research evidence record anthropic:citation_1
- AI research evidence record anthropic:citation_7
- AI research evidence record anthropic:citation_2
- AI research evidence record deepseek:c4
- AI research evidence record anthropic:citation_10
- AI research evidence record anthropic:citation_11
- AI research evidence record anthropic:citation_8
- AI research evidence record perplexity:c4
- AI research evidence record anthropic:citation_12
- AI research evidence record perplexity:c6
- AI research evidence record google:1.2.5
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record anthropic:citation_3
- AI research evidence record anthropic:citation_27
- AI research evidence record anthropic:citation_16
- AI research evidence record anthropic:citation_13
- AI research evidence record perplexity:c2
- AI research evidence record deepseek:c3
- AI research evidence record anthropic:citation_18
- AI research evidence record anthropic:citation_5
- AI research evidence record anthropic:citation_6
- AI research evidence record anthropic:citation_1
- AI research evidence record anthropic:citation_3
- AI research evidence record grok:web:0
- AI research evidence record grok:web:20
- AI research evidence record anthropic:citation_28
- AI research evidence record anthropic:citation_29
- AI research evidence record anthropic:citation_2
- AI research evidence record openai:c2
- AI research evidence record anthropic:citation_4
- AI research evidence record anthropic:citation_8
- AI research evidence record anthropic:citation_7
- AI research evidence record anthropic:citation_9
- AI research evidence record anthropic:citation_12
- AI research evidence record anthropic:citation_13
- AI research evidence record google:2.1.4
- AI research evidence record google:2.1.5
- AI research evidence record google:2.1.2
- AI research evidence record kimi:seranking-features-2026
- AI research evidence record kimi:thestacc-seoai-2026
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record anthropic:citation_3
- AI research evidence record google:1.1.5
- AI research evidence record grok:web:0
- AI research evidence record openai:c2
- AI research evidence record deepseek:c5
- AI research evidence record anthropic:citation_12
- AI research evidence record anthropic:citation_21
- AI research evidence record google:1.2.9
- AI research evidence record anthropic:citation_15
- AI research evidence record anthropic:citation_16
- AI research evidence record google:2.2.1
- AI research evidence record anthropic:citation_14
- AI research evidence record anthropic:citation_19
- AI research evidence record anthropic:citation_20
- AI research evidence record anthropic:citation_17
- AI research evidence record anthropic:citation_24
- AI research evidence record anthropic:citation_25
- AI research evidence record anthropic:citation_11
- AI research evidence record kimi:thestacc-seoai-2026
- AI research evidence record kimi:seranking-features-2026
- AI research evidence record anthropic:citation_16
Independent Sources
- SE Ranking Pricing: Plans, Costs, Limits & Alternatives: https://aeoengine.com/se-ranking-pricing-limits/
- SE Ranking Review 2026: Rank Tracking Value, Pricing: https://ai-cmo.net/tools/se-ranking
- SEO.ai Review 2026: Features, Pricing & Verdict: https://aiagentsquare.com/agents/seo-ai
- Startup News: Tested 2026 Guide to How AI Content Performs in Search, Based on SE Ranking's Experiment: https://blog.mean.ceo/startup-news-ai-content-performance-se-ranking-experiment-2026-guide/
- The SE Ranking MCP That Turned Hours Into Minutes of Work: https://boulderseomarketing.com/the-se-ranking-mcp-tutorial/
- Brass-SEO vs Semrush: What a Small Business Actually Needs: https://brass-seo.com/blog/brass-seo-vs-semrush
- SE Ranking Pricing 2026: Total Cost & Competitors: https://checkthat.ai/se-ranking-pricing/
- How to Use SE Ranking: Complete Guide (2026) | ClaroRank: https://clarorank.com/how-to-use-se-ranking/
- SE Ranking Pricing 2026: $103 Core, $223 Growth - Official Plans: https://clarorank.com/se-ranking-pricing/
- SE Ranking Review: Pros & Cons, Pricing and Affiliate commission: https://corinaburri.com/se-ranking-review/
- SE Ranking Pricing 2026: 3 Plans from $52–$259/month: https://costbench.com/software/ai-seo-tools/se-ranking/
- AI SEO Tools for Small Business (2026) | Delegated AI: https://delegatedai.com/blog/ai-seo-tools-for-small-business
- SE Ranking Pricing 2026: Plans, Cost (Free Trial) | PulseSignal: https://getpulsesignal.com/pricing/seranking
- SE Ranking Pricing 2026: What Each Plan Actually Costs After Add-Ons and Overages | Spike AI: https://getspike.ai/blog/se-ranking-pricing-breakdown/
- SE Ranking Review (2026): Pricing, Features & Alternatives: https://maxaeo.ai/ai-tools/tool/se-ranking/
- SE Ranking Review: Hands-On Verdict + 2026 Pricing - NextGrowth.ai: https://nextgrowth.ai/se-ranking-review/
- SEO.ai Pricing & Features (2026) | RightAIChoice: https://rightaichoice.com/tools/seo-ai
- SE Ranking Review 2026: Best Affordable SEO Tool for Small Businesses: https://searchenginejournal.com/se-ranking-review/
- SE Ranking review (2026): Powerful, polished and no longer cheap: https://searchenginewatch.com/se-ranking-review/
- SE Ranking Pricing 2026: Core $129/mo, Growth $279/mo: https://thatmarketingbuddy.com/se-ranking-pricing/
- SE Ranking Review 2026: Better Value Than Semrush?: https://thatmarketingbuddy.com/software/se-ranking
- SE Ranking Review 2026: Worth $129/mo?: https://thestacc.com/reviews/se-ranking/
- SEO.AI Review 2026: Real Pricing, Two Tiers, Honest Verdict: https://thestacc.com/reviews/seo-ai/
- SE Ranking Pricing 2026: Plans, Costs & Which Plan Is Worth It? | Tooled Marketer: https://tooledmarketer.com/se-ranking-pricing/
- SE Ranking Review 2026: Pricing, Features & Is It Worth It? | Tool Finder Lab: https://toolfinderlab.com/articles/se-ranking-review-2026
- SE Ranking Review 2026 - Top Rated AI Software: https://topratedaisoftware.com/article/seranking-review
- SE Visible by SE Ranking Pricing 2026: Plans, Limits and True Cost: https://trakkr.io/se-visible-pricing/
- SE Ranking Software Pricing, Alternatives & More 2026 | Capterra: https://www.capterra.com/p/142169/SE-Ranking/
- SE Ranking Pricing 2026: https://www.capterra.com/p/142169/SE-Ranking/pricing/
- SE Ranking review: https://www.pcmag.com/reviews/se-ranking
- SE Ranking Review 2026: Excellent SEO Tool or Big Risk?: https://www.seoraf.com/se-ranking-review/
- The 14 best SEO tools of 2026: Improve your search and AI visibility: https://www.techradar.com/news/best-seo-tool
- SE Ranking review | TechRadar: https://www.techradar.com/pro/software-services/se-ranking
- SE Ranking pricing review: https://www.trustradius.com/products/se-ranking/pricing
- SE Ranking Pricing in 2026: Plans, Add-Ons, Real Cost | Zutrix: https://zutrix.com/guides/se-ranking-pricing
Additional AI research evidence78 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:citation_26
- AI research evidence record openai:c2
- AI research evidence record anthropic:citation_12
- AI research evidence record anthropic:citation_13
- AI research evidence record openai:c1
- AI research evidence record deepseek:c4
- AI research evidence record anthropic:citation_10
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record google:1.1.5
- AI research evidence record openai:c1
- AI research evidence record anthropic:citation_1
- AI research evidence record anthropic:citation_7
- AI research evidence record anthropic:citation_2
- AI research evidence record deepseek:c4
- AI research evidence record anthropic:citation_10
- AI research evidence record anthropic:citation_11
- AI research evidence record anthropic:citation_8
- AI research evidence record perplexity:c4
- AI research evidence record anthropic:citation_12
- AI research evidence record perplexity:c6
- AI research evidence record google:1.2.5
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record anthropic:citation_3
- AI research evidence record anthropic:citation_27
- AI research evidence record anthropic:citation_16
- AI research evidence record anthropic:citation_13
- AI research evidence record perplexity:c2
- AI research evidence record deepseek:c3
- AI research evidence record anthropic:citation_18
- AI research evidence record anthropic:citation_5
- AI research evidence record anthropic:citation_6
- AI research evidence record anthropic:citation_1
- AI research evidence record anthropic:citation_3
- AI research evidence record grok:web:0
- AI research evidence record grok:web:20
- AI research evidence record anthropic:citation_28
- AI research evidence record anthropic:citation_29
- AI research evidence record anthropic:citation_2
- AI research evidence record openai:c2
- AI research evidence record anthropic:citation_4
- AI research evidence record anthropic:citation_8
- AI research evidence record anthropic:citation_7
- AI research evidence record anthropic:citation_9
- AI research evidence record anthropic:citation_12
- AI research evidence record anthropic:citation_13
- AI research evidence record google:2.1.4
- AI research evidence record google:2.1.5
- AI research evidence record google:2.1.2
- AI research evidence record kimi:seranking-features-2026
- AI research evidence record kimi:thestacc-seoai-2026
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record anthropic:citation_3
- AI research evidence record google:1.1.5
- AI research evidence record grok:web:0
- AI research evidence record openai:c2
- AI research evidence record deepseek:c5
- AI research evidence record anthropic:citation_12
- AI research evidence record anthropic:citation_21
- AI research evidence record google:1.2.9
- AI research evidence record anthropic:citation_15
- AI research evidence record anthropic:citation_16
- AI research evidence record google:2.2.1
- AI research evidence record anthropic:citation_14
- AI research evidence record anthropic:citation_19
- AI research evidence record anthropic:citation_20
- AI research evidence record anthropic:citation_17
- AI research evidence record anthropic:citation_24
- AI research evidence record anthropic:citation_25
- AI research evidence record anthropic:citation_11
- AI research evidence record kimi:thestacc-seoai-2026
- AI research evidence record kimi:seranking-features-2026
- AI research evidence record anthropic:citation_16
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
- 50
- Ranking mentions
- 6 of 7
- Platform share
- 86%
- Final consensus rank
- #1
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
35 independent · 15 company-owned
Evidence support
37 direct · 9 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 d6aa42a6e898c3bfce7673dee57980bb0356acfd9e66297c7796756733112b47