Answer Capsule
Ahrefs is a good fit for SaaS companies that need competitive content research, content-gap analysis, and AI-search visibility tracking in one platform. Five of seven platforms named Ahrefs during the ranking stage, and four of seven rated it a "good" fit for this use case, while three rated it "mixed." The strongest reason to consider it is the combination of Ahrefs' established keyword, backlink, and content-gap toolset with Brand Radar's AI-visibility monitoring across major AI platforms. The main limitation is cost and packaging complexity: Brand Radar is a separate add-on, total spend can reach roughly $547–$1,247 per month, and Ahrefs does not provide a full automated content-optimization or publishing workflow.
Research Snapshot
| Field | Value |
|---|---|
| Platform mentions in ranking stage | 5 of 7 platforms (anthropic, deepseek, google, openai, perplexity) |
| Share of included platform responses | 71.4% |
| Average listed rank | 4.6 |
| Best listed rank | 2 (anthropic, deepseek) |
| Relevant product/model/plan | Ahrefs Brand Radar with Lite, Standard, or Advanced plan; Brand Radar AI and Custom Prompts |
| Overall use-case fit | Good (4 platforms); Mixed (3 platforms) — 7 platforms analyzed |
| Research date | 2026-09-18 |
Why Ahrefs Qualified for This Study
Questions This Section Answers
- Is Ahrefs a good choice for AI SEO Tools for SaaS Companies?
- How many AI platforms recommended Ahrefs for SaaS AI SEO in 2026?
Ahrefs qualified because five of the seven included platforms named it during the ranking stage, giving it a 71.4% share of included platform responses and an average listed rank of 4.6 (best rank 2). It was the only entity in this study whose AI-visibility product, Brand Radar, is bundled inside a mature SEO research suite that also covers keyword, backlink, SERP, and content-gap workflows [1].
The ranking-stage recommendation referenced "Ahrefs Lite ($129/mo) for SaaS companies in Series A-B stage" and a "Business plan ($399/mo) for Series C+." That Business tier could not be verified on the current official pricing page, which lists Lite, Standard, Advanced, and Enterprise instead [3]. Buyers should treat the Series-stage mapping as unverified.
For a broader view of how Ahrefs compares with other tools evaluated for this buyer, see the AI SEO Tools for SaaS Companies consensus index.
The Product, Model, Plan, or Service Most Relevant to AI SEO Tools for SaaS Companies
Questions This Section Answers
- Which Ahrefs plan and add-on should a SaaS company buy for AI search visibility tracking?
- Does Ahrefs Brand Radar require a paid base plan, and which tiers support it?
The relevant configuration is a paid Ahrefs base plan plus the Brand Radar add-on. Brand Radar is the AI-visibility module that tracks brand mentions, citations, impressions, and AI share of voice across AI platforms, and it supports custom prompts for high-value buyer questions [5]. Ahrefs describes Brand Radar as covering multiple AI platforms including Google AI Overviews, ChatGPT, Perplexity, Gemini, Copilot, and Claude [7].
Brand Radar is generally presented as an add-on that requires a paid base plan [10]. Custom Prompts packages are sold separately at $50/month Basic, $100/month Growth, or $250/month Scale [12]. Ahrefs also offers a free AI Visibility Checker for a limited look at brand presence in AI search [9].
Platforms disagreed on plan naming. OpenAI, Perplexity, Grok, and Kimi referenced a "Business" plan at $399/month, while the current official pricing page lists Lite ($129), Standard ($249), Advanced ($449), and Enterprise ($1,499) [12]. The Business tier could not be verified.
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree Ahrefs does well for SaaS AI SEO?
- Is Ahrefs strong for competitive content research and content-gap analysis?
Platforms broadly agreed on three points.
First, Ahrefs is strong for competitive content research and content-gap analysis. The Content Gap tool surfaces keywords competitors rank for but the buyer does not, and Site Explorer supports backlink and authority analysis [15]. Multiple platforms cited backlink depth as an industry-leading strength [18].
Second, Brand Radar provides genuine AI-search visibility tracking. It monitors brand mentions, citations, impressions, and AI share of voice, and it supports custom prompts for category, comparison, alternatives, and recommendation queries [20]. Ahrefs reports coverage across six major AI platforms [23].
Third, the integrated ecosystem is a real advantage. Keyword data, backlink analysis, content-gap research, and AI-visibility monitoring live in one platform, reducing context-switching [24].
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Is Ahrefs a mixed fit or a good fit for SaaS AI SEO, and why do platforms disagree?
- Does Ahrefs Brand Radar provide real-time AI visibility data or sampled data?
Fit ratings split. OpenAI, Google, Perplexity, and Anthropic rated Ahrefs a "good" fit; DeepSeek, Grok, and Kimi rated it "mixed" (openai, google, perplexity, anthropic, deepseek, grok, kimi platform outputs).
Pricing conflicts are material. The official pricing page lists Lite at $129, Standard at $249, Advanced at $449, and Enterprise at $1,499 per month [27]. Brand Radar is listed at $199/month per AI platform or $699/month for all platforms [27]. Some sources report $199–$249/month for a single platform [30]. The "Business" plan at $399/month referenced in the ranking stage could not be verified.
Prompt-index size is inconsistent. Ahrefs pages report approximately 405 million, 455 million, and 459 million prompts [32]. Independent reviews cite 210 million and 239 million [33]. Treat exact index size as time-sensitive.
Data freshness is disputed. Independent reviews describe Brand Radar as sampling LLM responses from a prompt library rather than capturing real-time queries, and as directionally accurate for trend analysis rather than precise counts [35]. Reddit-sourced reviews cite stale or missing backlink data and slower response to Google algorithm updates [37].
Optimization depth is unclear. Official materials do not establish that Brand Radar delivers comprehensive page-level optimization recommendations or an end-to-end SaaS editorial workflow [27]. Kimi rated Ahrefs' content toolkit 3/5 versus competitors [40].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does Ahrefs Brand Radar track category, comparison, and alternatives prompts for SaaS buyers?
- Can Ahrefs identify content gaps where competitors appear in AI answers but the buyer does not?
Ahrefs covers the five capabilities named in this study's criteria, with varying depth.
Competitive content research. Site Explorer, Keywords Explorer, Content Explorer, Competitive Analysis, SERP comparison, keyword clusters, and search-intent data support competitor topic and backlink research [41].
Content-gap analysis. The Content Gap report shows keywords competitors rank for in the top 10 where the buyer does not rank in the top 100 [44]. Brand Radar adds topic-gap analysis showing themes where the brand is not associated [46].
Optimization recommendations. AI Content Helper grades drafts against top-ranking pages and identifies topical coverage gaps [47]. This is a paid add-on, and official materials do not establish a full page-level rewrite workflow for AI answers [41].
Topic discovery. Brand Radar uses search-demand-backed prompts and can generate prompts from competitor comparisons and pricing signals [51]. Semantic fanout and People Also Ask modeling help surface secondary questions [52].
AI-search capabilities. Brand Radar tracks mentions, citations, impressions, and AI share of voice, and supports custom prompts for exact buyer questions [51]. Bot Analytics monitors LLM crawler visits [55].
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Ahrefs cost per month for a SaaS company that needs Brand Radar?
- Are there setup, overage, or cancellation fees with Ahrefs Brand Radar?
Base plans on the current official pricing page: Lite $129/month, Standard $249/month, Advanced $449/month, Enterprise $1,499/month with annual commitment [56]. Independent sources also list a Starter tier at $29/month [58].
Brand Radar AI is listed at $199/month per AI platform or $699/month for all platforms [56]. Custom Prompts packages start at $50/month [56]. Content Kit is reported at $99/month [60]. Additional users cost $40/month on Lite, $60/month on Standard, and $80/month on Advanced [56]. Always-on Site Audit is listed at $200/month per project [56].
A fully loaded SaaS configuration can reach roughly $547–$1,247 per month before additional seats (anthropic pricing summary). Annual prepayment is reported to save approximately 17% [62].
Contract terms: plans can be canceled from Account Settings and remain usable through the subscription period; Enterprise requires an annual commitment; refunds are generally not issued, though unused monthly subscriptions may be eligible for a refund request subject to review [56]. Ahrefs does not offer a free trial on paid plans; only Webmaster Tools (free, limited to verified own domain) and the $29/month Starter tier provide low-cost evaluation paths [63].
Best Suited For
Questions This Section Answers
- Which SaaS companies get the best value from Ahrefs for AI SEO?
- Is Ahrefs best for Series A, B, or C SaaS teams tracking AI search visibility?
Ahrefs is best suited for Series A–C SaaS teams that combine competitor, backlink, keyword, content-gap, and AI-visibility research in one workflow (openai fit assessment, anthropic fit assessment). It fits teams monitoring brand and competitor mentions across Google AI features, ChatGPT, Perplexity, Gemini, Copilot, YouTube, Reddit, and web sources [66].
It also fits companies that want search-demand-backed prompt discovery rather than only manually selected prompts [66], and in-house or agency teams operating multiple SaaS clients that prioritize unified reporting (anthropic fit assessment).
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Ahrefs for SaaS AI SEO?
- Is Ahrefs worth it for a bootstrapped SaaS team on a tight budget?
Ahrefs is probably not the best fit for bootstrapped or early Series A SaaS companies on tight budgets, since entry costs with AI add-ons often exceed $300–$400 per month (anthropic fit assessment). It is also a weak fit for teams needing real-time data updates and immediate algorithm-change detection, given Brand Radar's sampled approach [70].
Teams requiring guaranteed or deterministic AI-search rankings should look elsewhere, because AI visibility is probabilistic and varies by platform, location, and prompt behavior (openai limitations). Buyers seeking a low-cost standalone tool for a small set of bottom-funnel prompts, or a full editorial workflow with prescriptive on-page recommendations and content production, are also better served by dedicated alternatives (openai fit assessment, anthropic fit assessment).
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Ahrefs for a SaaS team that needs a free trial?
- When is a dedicated AI visibility tool better than Ahrefs Brand Radar?
Choose a dedicated AI-search visibility vendor when the primary requirement is deep monitoring of a small, business-critical prompt set, alerting, competitive answer analysis, or stronger workflow automation (openai better_alternative_when). Choose a dedicated content-optimization platform when the main requirement is page-level briefs, automated recommendations, content scoring, and editorial collaboration (openai better_alternative_when).
Choose a lower-cost custom-prompt product when the SaaS team does not need Ahrefs' keyword, backlink, competitor, and content-research ecosystem (openai better_alternative_when). SE Ranking ($99–$279/month with a 14-day free trial), Semrush (broader marketing features), and specialized AI visibility tools merit evaluation for budget-conscious teams [73]. For non-English or emerging markets, Semrush or Sistrix may offer broader geographic coverage (anthropic better_alternative_when).
Questions to Verify Before Buying
Questions This Section Answers
-
What should a SaaS buyer confirm with Ahrefs before signing a Brand Radar contract?
-
How many custom prompts and AI platforms are included in the quoted Ahrefs package?
-
Which Brand Radar indexes are included in the proposed quote, and is the $199/month fee per platform or for a specific bundle? (openai questions_to_verify)
-
How many US-localized prompts, competitors, brands, domains, and custom prompts can the team track under the selected plan? (openai questions_to_verify)
-
Are category, comparison, alternative, and recommendation prompts available in the desired US locations and refresh frequency? (openai questions_to_verify)
-
What exact limits apply to API, MCP, exports, historical data, users, projects, and report scheduling? (openai questions_to_verify)
-
Does the proposed package include Web Visibility, AI citations, AI traffic, Bot Analytics, YouTube, Reddit, and TikTok data, or are these separate or beta features? (openai questions_to_verify)
-
What is the current contractual treatment of Brand Radar, Custom Prompts, overages, refunds, and annual commitments? (openai questions_to_verify)
-
Can Ahrefs demonstrate page-level optimization recommendations for the team's target SaaS pages, rather than only visibility and source analysis? (openai questions_to_verify)
Final AI Consensus Verdict
Ahrefs is a good fit for SaaS companies that need traditional competitive SEO research plus broad monitoring of category, comparison, alternative, and product-recommendation visibility in AI answers (openai final_verdict, google final_verdict, perplexity final_verdict, anthropic final_verdict). It is less complete as a standalone content-optimization or conversion-focused AI SEO platform (openai final_verdict).
Four of seven platforms rated it "good"; three rated it "mixed." The split reflects real trade-offs: strong integrated research and AI-visibility monitoring versus premium all-in pricing, no free trial, credit-based restrictions on entry plans, sampled rather than real-time Brand Radar data, and slower refresh cycles (anthropic final_verdict, deepseek final_verdict, grok final_verdict, kimi final_verdict).
Buy Brand Radar plus an appropriate core plan only if the team accepts probabilistic AI-visibility metrics and verifies the current add-on scope and pricing (openai final_verdict). For SaaS teams with established budgets and defined content workflows, Ahrefs remains a strong choice; for others, SE Ranking, Semrush, or specialized AI visibility tools merit evaluation (anthropic final_verdict).
How This Review Was Produced
This review synthesizes fit-research responses from seven AI platforms (anthropic, deepseek, google, grok, kimi, openai, perplexity) collected for the query: "A SaaS company wants to improve visibility for category searches, alternatives, comparisons, integrations, use cases, and other commercially important topics across Google and AI search platforms. It needs competitive content research, content-gap analysis, optimization recommendations, topic discovery, and AI-search capabilities. Which AI SEO tools would you recommend for SaaS companies, and why?"
Five of seven platforms named Ahrefs during the ranking stage. Each platform's fit assessment, pricing summary, strengths, limitations, and verification questions were reviewed and deduplicated. All factual claims are cited to platform-supplied sources using parenthetical citation IDs. No independent testing, customer interviews, or hands-on product evaluation was performed.
Methodology Limitations
Platform-reported research dates differ from the authoritative run date of 2026-09-18. DeepSeek's research date was 2026-06-10; all other platforms reported 2026-09-18. Platform-reported dates are provenance metadata and do not independently prove freshness.
The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts.
Official-site retrieval failed for Ahrefs during the ranking stage; the matching reported domain was retained for downstream research but remains unverified. The deterministic identity audit contains qualification notes that must be disclosed where relevant.
Conflicting product names, pricing, and capabilities were not resolved by guessing. The "Business" plan at $399/month referenced in the ranking stage could not be verified on the current official pricing page. Prompt-index totals vary across sources. Brand Radar platform coverage and beta availability may change. Independent validation of Ahrefs' claimed database size and customer outcomes was not established in the reviewed sources.
Platform agreement does not prove product quality. Fit ratings reflect each platform's stated assessment, not independent verification.
Explore more ai seo content optimization guidance in the category directory.
Sources
Company-Owned Sources
- Introduction to Brand Radar: https://ahrefs.com/academy/how-to-use-brand-radar/intro
- Free AI Visibility Checker by Ahrefs: Track Your Brand in AI search: https://ahrefs.com/ai-visibility-checker
- Ahrefs AI Visibility Index: https://ahrefs.com/ai-visibility-index
- Ahrefs' Paid Subscription: https://ahrefs.com/blog/ahrefs-pricing/
- Brand Gap Analysis: Find Out Why You're Invisible in AI Search: https://ahrefs.com/blog/brand-gap-analysis/
- 10 Ways to Use Ahrefs' Brand Radar to Grow AI Visibility: https://ahrefs.com/blog/brand-radar-use-cases/
- Ahrefs Brand Radar: Turn AI Into Your Newest Sales Channel: https://ahrefs.com/blog/brand-radar/
- Ahrefs Brand Radar: See ANY brand’s AI visibility: https://ahrefs.com/brand-radar
- Ahrefs Brand Radar: See ANY brand's AI visibility: https://ahrefs.com/brand-radar/#pricing
- Plans & Pricing: https://ahrefs.com/pricing
- Brandofy for SaaS: https://brandofy.ai/for-saas
- What is Brand Radar, and how to use it? | Help Center - Ahrefs: https://help.ahrefs.com/en/articles/10006248-what-is-brand-radar-and-how-to-use-it
- About Brand Radar | Help Center - Ahrefs: https://help.ahrefs.com/en/articles/11064852-about-brand-radar
- What is Brand Radar, and how to use it?: https://help.ahrefs.com/en/articles/11064852-what-is-brand-radar-and-how-to-use-it
- AI Visibility Metrics: https://help.ahrefs.com/en/articles/15501968-ai-visibility-metrics
- Kennext | AI-Powered SEO + AEO Audits for B2B SaaS: https://kennext.ai/
- AI SEO Agent That Writes and Publishes the Fix | Meev: https://meev.ai/growth-agent
- AI Visibility for SaaS & B2B Tech | Pondral: https://pondral.com/saas
- SEORCE - AI-Powered SEO Platform: https://seorce.com/product
- How to Do a Content Gap Analysis With Template: https://www.ahrefs.com/blog/content-gap-analysis
- Ahrefs for Competitive Intelligence: https://www.ahrefs.com/use-cases/competitive-intelligence
- The SEO Tool Built for SaaS Growth in the AI Era: https://www.rankspro.io/seo-tool-for-saas-companies
Additional AI research evidence73 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:13-2
- AI research evidence record openai:c2
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record anthropic:14-2
- AI research evidence record anthropic:36-3
- AI research evidence record google:1.1.6
- AI research evidence record perplexity:c2
- AI research evidence record grok:web:15
- AI research evidence record openai:c2
- AI research evidence record perplexity:c1
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:15-1
- AI research evidence record anthropic:15-3
- AI research evidence record anthropic:16-1
- AI research evidence record anthropic:38-5
- AI research evidence record anthropic:25-10
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record google:1.1.5
- AI research evidence record anthropic:14-2
- AI research evidence record anthropic:13-1
- AI research evidence record anthropic:13-2
- AI research evidence record anthropic:13-3
- AI research evidence record openai:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:3-8
- AI research evidence record anthropic:5-2
- AI research evidence record openai:c5
- AI research evidence record anthropic:13-4
- AI research evidence record anthropic:36-4
- AI research evidence record anthropic:13-9
- AI research evidence record anthropic:13-10
- AI research evidence record anthropic:37-14
- AI research evidence record anthropic:37-15
- AI research evidence record openai:c4
- AI research evidence record kimi:aistackpicks-2026
- AI research evidence record openai:c2
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:16-1
- AI research evidence record anthropic:15-1
- AI research evidence record anthropic:15-3
- AI research evidence record anthropic:10-4
- AI research evidence record anthropic:31-10
- AI research evidence record anthropic:31-11
- AI research evidence record anthropic:36-5
- AI research evidence record openai:c4
- AI research evidence record openai:c1
- AI research evidence record google:1.1.3
- AI research evidence record google:2.1.1
- AI research evidence record openai:c3
- AI research evidence record google:1.1.5
- AI research evidence record openai:c2
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:26-2
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:3-8
- AI research evidence record anthropic:36-5
- AI research evidence record anthropic:19-1
- AI research evidence record anthropic:5-1
- AI research evidence record anthropic:40-6
- AI research evidence record anthropic:43-4
- AI research evidence record openai:c1
- AI research evidence record anthropic:14-2
- AI research evidence record google:1.1.5
- AI research evidence record openai:c2
- AI research evidence record anthropic:13-9
- AI research evidence record anthropic:13-10
- AI research evidence record anthropic:37-15
- AI research evidence record anthropic:40-6
Independent Sources
- Is Semrush Worth It for SaaS Companies? A No-BS Review: https://aistackpicks.com/reviews/semrush-for-saas-companies-2026/
- Why I Ditched Ahrefs (+ 10 Free & Paid Alternatives: https://behindrankings.com/ahrefs-alternatives/
- Ahrefs Pricing 2026: Plans, Costs & Hidden Fees: https://checkthat.ai/brands/ahrefs/pricing
- Ahrefs Pricing 2026: $29–$449/mo (Every Plan Compared: https://clarorank.com/ahrefs-pricing/
- My Profound AI Search Visibility Review (for SaaS / Tech B2B: https://generatemore.ai/blog/my-profound-ai-search-visibility-review-for-saas-/-tech
- Ahrefs Pricing 2026: Plans, Cost & Free Tier | PulseSignal: https://getpulsesignal.com/pricing/ahrefs
- Ahrefs Brand Radar Review 4 Core Features & RadarKit Alternative 🏆🤖: https://m.youtube.com/shorts/6ZpPQR5xWjI
- Peec AI vs Ahrefs Brand Radar: An objective comparison: https://peec.ai/blog/ahrefs-brand-radar-vs-peec-ai
- Ahrefs Cons & Better Alternatives (2026): Reddit Reviews + FAQs: https://searchatlas.com/blog/ahrefs-cons/
- All 35 Ahrefs Features Tested: What's Worth It in 2026: https://searchatlas.com/blog/ahrefs-features/
- Ahrefs Pricing 2026: Real Cost of Every Plan and Trial Rules: https://searchatlas.com/blog/ahrefs-review/
- 10+ Best Ahrefs Alternatives: Which Tool Wins in 2026?: https://seranking.com/blog/ahrefs-alternatives/
- Ahrefs Pricing Model: Stop Overpaying (Only Buy These 2 Plans: https://sonary.com/content/ahrefs-pricing-model/
- SurfacedBy vs Ahrefs Brand Radar (2026: https://surfacedby.com/compare/surfacedby-vs-ahrefs-brand-radar
- Ahrefs Review 2026: Features, Pricing and Verdict | Target Internet: https://targetinternet.com/resources/seo-tool-review-ahrefs/
- Ahrefs Pricing 2026: Plans Start at $29/Month | TMB: https://thatmarketingbuddy.com/pricing/ahrefs
- Ahrefs Brand Radar Review 2026: Pricing, Features, and the: https://www.aeolabs.ai/blog/ahrefs-brand-radar-review
- Ahrefs Brand Radar Review: Is It Worth the Extra Cost? — AllAble: https://www.allable.ai/blog/ahrefs-brand-radar-review/
- Competitor Analysis with Ahrefs: A Step-by-Step SEO Gap Analysis Workflow: https://www.capconvert.com/learn/blog/competitor-analysis-with-ahrefs-a-step-by-step-seo-gap-analysis-workflow
- Ahrefs Brand Radar Review & Alternatives (2026: https://www.ewrdigital.com/blog/ahrefs-brand-radar-review-alternatives-pricing-comparison
- Best Ahrefs Alternatives 2026: 9 SEO Tools Reviewed | EXPERTE.com: https://www.experte.com/seo/ahrefs-alternatives
- Ahrefs Brand Radar Review 2026: Features, Pricing, Verdict: https://www.layer3labs.io/guides/ahrefs-brand-radar-review
- Ahrefs Review 2026: Features, Pricing & Honest Assessment: https://www.rankmax.com.au/seo-tools/ahrefs
- 5 Ahrefs AI Features To Automate Your Content & SEO Workflows: https://www.searchenginejournal.com/ai-seo-features-content-ahrefs-spa/530893/
- Ahrefs Review 2025: Pricing, Features, Pros & Cons: https://www.techradar.com/best/ahrefs-review
- Ahrefs SEO platform review: https://www.techradar.com/reviews/ahrefs
- Ahrefs Brand Radar Review (2026): Good for SEO Teams, Not Enough for AEO: https://www.tryprofound.com/blog/ahrefs-brand-radar-review
- Ahrefs Software Pricing & Plans 2026: See Your Cost: https://www.vendr.com/marketplace/ahrefs
- Semrush AI Visibility vs Ahrefs Brand Radar vs RadarKit: Best AI Search Platform in 2026?: https://www.youtube.com/watch?v=M3y-9rYHgRg
Additional AI research evidence73 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:13-2
- AI research evidence record openai:c2
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record anthropic:14-2
- AI research evidence record anthropic:36-3
- AI research evidence record google:1.1.6
- AI research evidence record perplexity:c2
- AI research evidence record grok:web:15
- AI research evidence record openai:c2
- AI research evidence record perplexity:c1
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:15-1
- AI research evidence record anthropic:15-3
- AI research evidence record anthropic:16-1
- AI research evidence record anthropic:38-5
- AI research evidence record anthropic:25-10
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record google:1.1.5
- AI research evidence record anthropic:14-2
- AI research evidence record anthropic:13-1
- AI research evidence record anthropic:13-2
- AI research evidence record anthropic:13-3
- AI research evidence record openai:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:3-8
- AI research evidence record anthropic:5-2
- AI research evidence record openai:c5
- AI research evidence record anthropic:13-4
- AI research evidence record anthropic:36-4
- AI research evidence record anthropic:13-9
- AI research evidence record anthropic:13-10
- AI research evidence record anthropic:37-14
- AI research evidence record anthropic:37-15
- AI research evidence record openai:c4
- AI research evidence record kimi:aistackpicks-2026
- AI research evidence record openai:c2
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:16-1
- AI research evidence record anthropic:15-1
- AI research evidence record anthropic:15-3
- AI research evidence record anthropic:10-4
- AI research evidence record anthropic:31-10
- AI research evidence record anthropic:31-11
- AI research evidence record anthropic:36-5
- AI research evidence record openai:c4
- AI research evidence record openai:c1
- AI research evidence record google:1.1.3
- AI research evidence record google:2.1.1
- AI research evidence record openai:c3
- AI research evidence record google:1.1.5
- AI research evidence record openai:c2
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:26-2
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:3-8
- AI research evidence record anthropic:36-5
- AI research evidence record anthropic:19-1
- AI research evidence record anthropic:5-1
- AI research evidence record anthropic:40-6
- AI research evidence record anthropic:43-4
- AI research evidence record openai:c1
- AI research evidence record anthropic:14-2
- AI research evidence record google:1.1.5
- AI research evidence record openai:c2
- AI research evidence record anthropic:13-9
- AI research evidence record anthropic:13-10
- AI research evidence record anthropic:37-15
- AI research evidence record anthropic:40-6
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
- 52
- Ranking mentions
- 5 of 7
- Platform share
- 71%
- Final consensus rank
- #3
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
29 independent · 23 company-owned
Evidence support
27 direct · 3 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 94e6ed0872f7b4f03f4872d3fd86a6f405b5c9e00b018865cc9ce88977685cd5