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AI Consensus Fit Review

Peec AI AI SEO Tools Overall Fit Review

Peec AI is a good fit for a marketing team whose central need is measuring and benchmarking brand visibility inside AI-generated answers, but only a partial fit for the broader AI SEO Tools category.

Research: 2026-09-187 usable platform responsesRead the methodology ↗

Answer Capsule

Peec AI is a good fit for a marketing team whose central need is measuring and benchmarking brand visibility inside AI-generated answers, but only a partial fit for the broader AI SEO Tools category. Two of seven platforms named Peec AI during ranking discovery, at an average listed rank of 6.0 and a best rank of 5. Its strongest documented capability is daily, cross-engine AI-visibility tracking with citation and competitor analysis; its main limitation is that public evidence does not establish full content research, topic discovery, content briefs, or content production. Most platforms rated the fit mixed.

Research Snapshot

FieldFinding
Platform mentions in ranking stage2 of 7 platforms (google, grok)
Share of included platform responses28.6%
Average listed rank6.0
Best listed rank5
Relevant product/model/planPeec AI standard brand plans, especially Starter or Pro
Overall use-case fitGood for AI-search visibility measurement; mixed for AI SEO Tools overall
Research date2026-09-18

Why Peec AI Qualified for This Study

Questions This Section Answers

  • Is Peec AI a good choice for AI SEO Tools if the team's main need is AI-search visibility tracking?
  • How many AI platforms named Peec AI in this 2026 AI SEO Tools ranking, and at what rank?

Peec AI qualified because it was named by two of the seven platforms during ranking discovery, at ranks 7 (google) and 5 (grok), giving an average listed rank of 6.0 and a best rank of 5. That is a minority of the panel, so its inclusion reflects a real but not broad consensus that it belongs in an AI SEO Tools shortlist.

The entity is a company, Peec AI, with a reported official website at peec.ai. The relevant product for this use case is its standard brand plans, especially Starter or Pro. The supplied normalization context notes that official-site retrieval failed for one or more mentions and that identity matching used an exact-name fallback, so the Peec AI identity and reported domain should be verified before contracting.

The Product, Model, Plan, or Service Most Relevant to AI SEO Tools

Questions This Section Answers

  • Which Peec AI plan should a buyer choose for AI SEO Tools if they need daily tracking across three AI models?
  • Does Peec AI's Starter or Pro plan include content briefs and topic discovery for AI SEO work?

The most relevant offering is the Peec AI standard brand plan, specifically Starter or Pro. Starter is reported at $95 per month for 50 prompts, one project, one country, daily tracking, and three selected models; Pro is reported at $245 per month for 150 prompts, two projects, three countries, daily tracking, and three selected models [1]. An Advanced tier is reported at $495 per month for 350 prompts and five projects, with Enterprise priced custom [1].

Peec AI is positioned as AI search analytics for marketing teams, tracking how a brand appears in AI search and what can be done to influence visibility [2]. It executes each prompt once every 24 hours on every selected AI model, which the vendor says produces comparable trend data across dates, models, and regions [3].

The platform is best understood as a monitoring and diagnostic layer rather than a content-production suite. Independent reviews describe it as "tracking, not optimization" [5], and one competitor-authored review frames the split as "Peec AI = monitoring; Writesonic = monitoring plus optimization" [6]. That distinction matters for a buyer whose stated criteria include content research, topic discovery, content briefs, and optimization recommendations.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree Peec AI does best for AI SEO Tools?
  • Is Peec AI strong at competitive analysis and citation tracking across ChatGPT, Gemini, and Perplexity?

The clearest cross-platform agreement is that Peec AI is a focused AI-search visibility and competitive-intelligence tool. OpenAI describes documented capabilities including competitor benchmarking, visibility or share-of-voice comparisons, ranking position, sentiment trends, prompt-level comparisons, citation-gap analysis, and identification of domains frequently trusted or cited by AI systems [7]. Anthropic reports that users can spot when competitors gain ground and identify the specific sources that influence AI responses in their industry [9]. Google reports granular citation intelligence tracking the domains and source types models rely on, plus competitor share of voice [10].

Platforms also broadly agree on the engine coverage story, though with caveats. Peec AI reports coverage for major AI-search and answer surfaces including ChatGPT, Google AI Overviews, Google AI Mode, Microsoft Copilot, Perplexity, and Gemini, with Claude coverage described in Peec materials but exact Starter or Pro inclusion needing verification [12]. Anthropic reports tracking across ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews, with each tier tracking three AI models by default and a fourth as a paid add-on [13].

A third area of agreement is operational quality. Independent reviews consistently praise a clean interface, fast setup, and a focused feature set [15], readable reporting and unlimited seats [16], and customer support with direct Slack access to the team [17]. One independent outlet ranked Peec AI as the strongest platform for comprehensive visibility tracking across major AI models [19].

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Do AI platforms disagree about whether Peec AI covers content briefs and optimization recommendations?
  • Is Peec AI's pricing consistent across sources, and what should a buyer verify before purchase?

The sharpest disagreement concerns scope. OpenAI rates the fit "good" for AI-search visibility but says public evidence does not establish that Starter or Pro replaces a mature traditional SEO, content-research, briefing, and optimization suite [20]. Anthropic rates the fit "mixed," stating the platform does not research content topics, generate briefs, create optimization recommendations with actionable execution steps, or produce content [22]. Google also rates it "mixed," describing it as purely an analytics platform without built-in content generation, automated topic discovery, or content execution [24]. Kimi rates the fit "good" for teams prioritizing measurement and agency reporting, but not for teams needing content research, optimization briefs, or unified coverage of all five target AI platforms without significant add-on costs [26].

Pricing is a second area of genuine conflict. OpenAI and Grok both report Starter at $95, Pro at $245, and Advanced at $495 per month [27]. Anthropic reports Starter at $80, Pro at $205, and Advanced at $420 per month on annual billing, with monthly billing costing more [29]. Anthropic also cites a separate source reporting three tiers starting at €89 per month, with Starter at 25 prompts, Pro at €199 per month for 100 prompts, and Enterprise at €499+ per month [30]. Perplexity reports the vendor pages show $95/$245/$495 but notes several independent sources report alternative euro or discounted annual figures [31]. Kimi reports approximately $80 per month on annual billing for 50 prompts and three engines, with monthly rates not clearly published [26]. DeepSeek reports pricing confidence as low, with only a free tier and paid plans indicated and exact published amounts unverified [34].

Model coverage is a third uncertainty. Public sources differ on whether Claude is included by default or varies by plan, and the exact Starter and Pro matrices should be verified [27]. Kimi reports Claude and Gemini may require paid add-ons beyond the base three-engine selection [26]. Google reports a fourth tracked model costs between $30 and $140 per month depending on tier [36]. Anthropic reports additional engines priced at €25 per month on Starter, €55 on Pro, and €115 on Advanced [37].

Sentiment tracking is a fourth conflict. Anthropic lists "No Sentiment Tracking" as a limitation [22], while OpenAI, Google, and Grok all describe sentiment tracking as a documented capability [20]. The supplied research flags this as unresolved: sentiment tracking is reported as absent in multiple independent reviews, but platform documentation does not explicitly confirm or deny it.

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • Does Peec AI provide content research, topic discovery, and content briefs for AI SEO Tools buyers?
  • What AI-search capabilities does Peec AI offer beyond traditional rank tracking?

Peec AI's strongest use-case capabilities are AI-search coverage, competitive analysis, and citation intelligence. On AI-search coverage, the platform reports tracking across ChatGPT, Google AI Overviews, Google AI Mode, Microsoft Copilot, Perplexity, and Gemini, with Claude coverage described but plan-dependent [40]. On competitive analysis, documented features include competitor benchmarking, share-of-voice comparisons, ranking position, sentiment trends, and prompt-level comparisons [41]. On citation intelligence, the platform identifies which domains and source types models cite, which can guide outreach and content decisions [43].

Content research and topic discovery are weaker. OpenAI rates this factor neutral, finding that Peec AI can identify cited domains, source gaps, content gaps, and recommended actions, but that public evidence does not establish a full keyword database, conventional topic-cluster workflow, or comprehensive content-brief generator [41]. Anthropic rates topic discovery neutral, noting prompt setup features help find, organize, and prioritize questions, and the platform can suggest prompts using search-volume data [45]. DeepSeek rates content research and topic discovery unclear, finding no confirmed page-level descriptions of keyword research or topic discovery in the sources checked [47].

Content briefs are the weakest area. Anthropic finds that content gap analysis and brief generation exist through an MCP integration with Claude, but this is developer-facilitated rather than a native platform feature, with no dedicated content brief builder in the standard UI [48]. DeepSeek found no evidence that the product generates content briefs and treats the capability as unverified [47]. Grok reports no support for generating content briefs [49]. Perplexity reports explicit content brief generation is not clearly verified [50].

Optimization recommendations sit in the middle. The platform's Actions capability is described as turning visibility data into an action queue covering owned pages, content gaps, and relevant third-party discussions [41]. Peec documentation describes generating specific suggestions such as recommending publications to reach out to, identifying content gaps, and highlighting sources where a mention could boost visibility [53]. However, independent reviews describe the Actions feature as early-stage beta [54], and Google notes executing these fixes remains entirely manual [55].

Two additional capabilities are worth noting. Agent Analytics identifies AI crawlers, distinguishes retrieval, training, and direct-response bot activity, and shows whether bots are blocked and what content they read [56]. The MCP integration pushes data into other tools rather than stranding it in a dashboard, and one founder called the MCP the reason he chose Peec [57].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Peec AI cost per month for Starter, Pro, and Advanced, and are there add-on fees?
  • What are Peec AI's cancellation, renewal, and annual-billing terms for a marketing team?

Reported pricing is inconsistent across sources and should be treated as unverified until confirmed directly. The most frequently repeated figures are Starter at $95 per month, Pro at $245 per month, and Advanced at $495 per month, with Enterprise custom [59]. Anthropic reports annual-billing figures of $80, $205, and $420 per month respectively, with monthly billing costing more [62]. Anthropic also cites a source reporting €89 per month entry pricing with Starter at 25 prompts, Pro at €199 per month for 100 prompts, and Enterprise at €499+ per month [63]. Kimi reports approximately $80 per month on annual billing for 50 prompts and three engines, with monthly rates not clearly published and annual commitment appearing standard for entry pricing [64].

Add-on fees are a recurring cost driver. Additional model tracking may require a paid add-on [59]. Anthropic reports per-model add-ons scaling with plan tier, with API access and SSO reserved for Enterprise [65]. Google reports a fourth tracked model costs between $30 and $140 per month depending on tier [66]. Anthropic reports additional engines priced at €25 per month on Starter, €55 on Pro, and €115 on Advanced [67].

Contract terms are poorly documented. Monthly and annual billing are reported [59]. A free 7-day trial with no upfront payment is reported [68]. Google reports monthly subscriptions can be canceled at any time, while annual plans require a year-long commitment with upfront payment [66]. However, publicly checked sources did not verify cancellation, refund, renewal, data-retention, or minimum-term terms [59], and Perplexity reports no public contract length or cancellation policy was verified [69]. DeepSeek reports contract length, monthly versus annual commitment, and cancellation or refund terms were not confirmed [70].

Best Suited For

Questions This Section Answers

  • Who gets the most value from Peec AI for AI SEO Tools?
  • Is Peec AI worth it for agencies reporting AI visibility to multiple clients?

Peec AI is best suited to teams whose primary KPI is visibility inside AI-generated answers. OpenAI identifies teams needing recurring visibility tracking across ChatGPT, Gemini, Perplexity, Google AI Overviews or AI Mode, Microsoft Copilot, and related AI-search experiences, plus teams focused on brand mentions, share of voice, position, sentiment, citation sources, and competitor comparisons [71]. Anthropic identifies in-house SEO or content teams of two or more people with existing publishing workflows, agencies reporting AI visibility to multiple clients, and mid-market marketing teams needing multi-model tracking without enterprise budgets [73]. Google identifies teams analyzing which citation sources, domains, and UGC platforms AI models rely on for brand-specific prompts [75].

A practical pattern emerges across platforms: Peec AI works best alongside an existing execution engine. Anthropic describes it as a capable feedback layer on AI search presence for a content or SEO operation that already knows how to act on a signal [77]. OpenAI recommends using Peec AI alongside a conventional SEO or content platform unless the buyer's primary KPI is visibility inside AI-generated answers [71]. DeepSeek recommends treating it as a complementary AI-search monitoring layer alongside an established content or SEO platform [78].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Peec AI for AI SEO Tools?
  • Is Peec AI a poor fit for teams needing one platform for keyword research, briefs, and content production?

Peec AI is probably not the right choice for teams seeking one platform to cover the full AI SEO workflow. OpenAI states it is less complete as an all-in-one traditional SEO and content-production platform, and lists teams seeking one platform for conventional rank tracking, backlink research, technical audits, keyword databases, content briefs, and content optimization as probably not best suited [79]. Anthropic lists teams seeking integrated content research, brief generation, and topic discovery in one platform, and organizations needing built-in content creation or site optimization workflows alongside monitoring [81]. DeepSeek lists teams looking for a single tool to do keyword research, topic discovery, and content brief generation, and teams without any existing SEO or content platform [83].

Two other exclusions matter. Very new sites may see limited value: one independent review notes Peec AI is more useful for websites that already get decent SEO traffic, so very new startups may not see enough data early on [84]. And organizations requiring enterprise security attestations may be blocked: as of 2026, Peec AI does not publicly list SOC 2 Type II certification or other enterprise security certifications, though it is GDPR-compliant as a German company [85].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Peec AI for a buyer who needs keyword research, backlinks, and technical audits in one platform?
  • When should a buyer choose a content-focused or enterprise AI-search platform instead of Peec AI?

Several alternatives are named in the supplied research, each tied to a specific buyer situation. OpenAI recommends a broader SEO suite such as Semrush, Ahrefs, or SE Ranking when the buyer needs mature keyword research, backlink analysis, technical auditing, SERP tracking, and AI-visibility features in one system [87]. Anthropic names Promptwatch for the full optimization loop across monitoring, content generation, crawler logs, and traffic attribution, MaxAEO for teams wanting more of the diagnosis-to-action workflow in the product, and Frase for teams focused on improving content quality rather than monitoring AI search performance [88]. Anthropic also names Quattr for enterprise teams wanting unified SEO and GEO execution [91].

Kimi provides a price-comparison view: SE Ranking's AI Search add-on at roughly $71 per month annual for multi-engine coverage with traditional rank tracking, Otterly.AI at $29 per month for minimal needs, Semrush AI Visibility Toolkit at $99 per month for buyers already in the Semrush ecosystem, and Profound at $99 to $399 per month for enterprises wanting an established reference point [92]. Google recommends an all-in-one tool that automatically executes and publishes content adjustments, such as AirOps or Ryze AI, when execution is the priority [94]. DeepSeek recommends established content and SEO suites when the primary need is keyword and topic research and content briefs [95].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with Peec AI about model coverage and prompt limits before signing?
  • What contract, cancellation, and data-retention terms should a buyer verify with Peec AI?

The supplied research surfaces a consistent verification list. Confirm which exact models and AI-search surfaces are included in Starter and Pro on the purchase date, including Claude, Google AI Mode, Google AI Overviews, and Copilot [96]. Confirm whether prompts are fixed, user-defined, or both, and how prompt credits are consumed by multiple models, countries, or refreshes [96]. Confirm whether the selected plan includes URL-level citation analysis, source-gap analysis, Actions recommendations, Agent Analytics, exports, API access, or MCP access [96]. Confirm whether Peec provides actual content briefs, keyword or topic discovery, and on-page recommendations, or only AI-visibility and source recommendations [96].

On commercial terms, confirm monthly and annual cancellation, renewal, refund, data-retention, and export terms [96]. Confirm what additional fees apply for models, countries, projects, API use, integrations, support, or historical data [96]. Confirm how indirect brand mentions, citations, rankings, sentiment, and geographic results are defined and validated, and whether the platform can separate organic AI-search results from sponsored, personalized, logged-in, or experimental experiences [96]. Finally, ask Peec to demonstrate results for the buyer's industry, brands, competitors, target countries, and priority prompts during a trial [96].

Final AI Consensus Verdict

Peec AI is a good fit for a marketing team whose central need is AI-search visibility measurement, competitive intelligence, citation analysis, and GEO-oriented recommendations across major generative-answer platforms. It is a mixed fit for the broader AI SEO Tools label because public evidence does not establish that Starter or Pro replaces a mature traditional SEO, content-research, briefing, and optimization suite [99]. Platform fit ratings split accordingly: OpenAI, Perplexity, and Kimi rated the fit good, while Anthropic, DeepSeek, Google, and Grok rated it mixed.

The strongest reason to consider Peec AI is its focused, daily, cross-engine visibility and citation tracking with competitive benchmarking, which multiple independent reviews describe as clean, fast to set up, and well supported [101]. The main limitation is execution: the platform tells you what is happening rather than helping you change it [104], and content research, topic discovery, and content briefs are not established as native capabilities [99]. A practical buying pattern is to use Peec AI alongside a conventional SEO or content platform unless the buyer's primary KPI is visibility inside AI-generated answers [99].

How This Review Was Produced

This review was produced from a 2026-09-18 research run covering seven AI platforms: OpenAI, Anthropic, Google, Grok, Perplexity, Kimi, and DeepSeek. Each platform was asked which AI SEO tools it would recommend overall for a marketing team seeking visibility across traditional search and AI-generated search experiences. Peec AI was named by two of the seven platforms during ranking discovery, at ranks 7 and 5, giving an average listed rank of 6.0 and a best rank of 5. All seven platforms evaluated fit for this use case, but platform mentions count only platforms that named the entity during ranking discovery.

Platform fit ratings were: OpenAI good, Perplexity good, Kimi good, Anthropic mixed, DeepSeek mixed, Google mixed, and Grok mixed. This review is part of a broader AI SEO Tools consensus study, and the wider ai seo content optimization category directory covers related tools and criteria.

Methodology Limitations

Several limitations apply. Platform-reported research dates differ from the authoritative run date: DeepSeek's response is dated 2026-01-15 while the run date is 2026-09-18, so its findings may be stale. Official-site retrieval failed for one or more mentions, and identity matching used an exact-name fallback, so the Peec AI identity and reported domain remain unverified. 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.

Pricing conflicts were not resolved by guessing. Sources disagree on whether Starter is $95, $80, €89, or €70, and on whether annual or monthly billing is standard. Model coverage conflicts were also left unresolved: sources differ on whether Claude is included by default or requires a paid add-on, and on how many models each tier tracks. Sentiment tracking is reported as absent in multiple independent reviews but described as present in others, and platform documentation does not explicitly confirm or deny it. Independent evidence on measurable customer outcomes is limited; most outcome figures located were vendor-published or vendor-syndicated, including a vendor case study claiming a tenfold increase in AI-search visibility [107]. AI-platform agreement on a product's capabilities does not prove product quality.

Sources

Company-Owned Sources

  • Welcome to Peec AI - Peec.ai Docs: https://docs.peec.ai/intro-to-peec-ai
  • Peec AI - AI Search Analytics for Marketing Teams: https://peec.ai/
  • Peec AI - AI Search Analytics for Marketing Teams: https://peec.ai/ai-instructions
  • How Momentum boosted AI search visibility by 10x with Peec AI: https://peec.ai/blog/how-momentum-boosted-ai-search-visibility-by-10x-with-peec-ai
  • Weekly AI Visibility Brief - Peec AI MCP Use Case: https://peec.ai/mcp-use-cases/weekly-briefing
  • Pricing for Peec AI - AI Search Analytics for Marketing teams and SEO agencies: https://peec.ai/pricing
  • Peec AI - AI Agent Analytics and Bot Traffic Insights: https://peec.ai/product/agent-analytics
  • Peec AI Review: Is It Worth Investing? - Writesonic: https://writesonic.com/blog/peec-ai-review
  • Additional AI research evidence108 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:20-6
    3. AI research evidence record anthropic:11-5
    4. AI research evidence record anthropic:11-6
    5. AI research evidence record anthropic:8-2
    6. AI research evidence record anthropic:38-5
    7. AI research evidence record openai:c2
    8. AI research evidence record openai:c3
    9. AI research evidence record anthropic:14-3
    10. AI research evidence record google:cit_1
    11. AI research evidence record google:cit_4
    12. AI research evidence record openai:c1
    13. AI research evidence record anthropic:21-3
    14. AI research evidence record anthropic:1-2
    15. AI research evidence record anthropic:7-10
    16. AI research evidence record anthropic:1-12
    17. AI research evidence record anthropic:13-9
    18. AI research evidence record anthropic:13-10
    19. AI research evidence record anthropic:17-5
    20. AI research evidence record openai:c2
    21. AI research evidence record openai:c3
    22. AI research evidence record anthropic:39-1
    23. AI research evidence record anthropic:42-1
    24. AI research evidence record google:cit_3
    25. AI research evidence record google:cit_4
    26. AI research evidence record kimi:sightivo_2026
    27. AI research evidence record openai:c1
    28. AI research evidence record grok:1
    29. AI research evidence record anthropic:1-1
    30. AI research evidence record anthropic:3-1
    31. AI research evidence record perplexity:c2
    32. AI research evidence record perplexity:c11
    33. AI research evidence record perplexity:c4
    34. AI research evidence record deepseek:c2
    35. AI research evidence record deepseek:c3
    36. AI research evidence record google:cit_5
    37. AI research evidence record anthropic:5-4
    38. AI research evidence record google:cit_1
    39. AI research evidence record grok:3
    40. AI research evidence record openai:c1
    41. AI research evidence record openai:c2
    42. AI research evidence record openai:c3
    43. AI research evidence record google:cit_1
    44. AI research evidence record google:cit_4
    45. AI research evidence record anthropic:4-7
    46. AI research evidence record anthropic:4-8
    47. AI research evidence record deepseek:c1
    48. AI research evidence record anthropic:22-3
    49. AI research evidence record grok:5
    50. AI research evidence record perplexity:c10
    51. AI research evidence record perplexity:c6
    52. AI research evidence record perplexity:c15
    53. AI research evidence record anthropic:32-10
    54. AI research evidence record anthropic:45-1
    55. AI research evidence record google:cit_3
    56. AI research evidence record openai:c4
    57. AI research evidence record anthropic:1-15
    58. AI research evidence record anthropic:1-16
    59. AI research evidence record openai:c1
    60. AI research evidence record grok:1
    61. AI research evidence record perplexity:c2
    62. AI research evidence record anthropic:1-1
    63. AI research evidence record anthropic:3-1
    64. AI research evidence record kimi:sightivo_2026
    65. AI research evidence record anthropic:1-2
    66. AI research evidence record google:cit_5
    67. AI research evidence record anthropic:5-4
    68. AI research evidence record anthropic:1-10
    69. AI research evidence record perplexity:c10
    70. AI research evidence record deepseek:c2
    71. AI research evidence record openai:c2
    72. AI research evidence record openai:c3
    73. AI research evidence record anthropic:6-6
    74. AI research evidence record anthropic:1-12
    75. AI research evidence record google:cit_1
    76. AI research evidence record google:cit_4
    77. AI research evidence record anthropic:1-13
    78. AI research evidence record deepseek:c1
    79. AI research evidence record openai:c2
    80. AI research evidence record openai:c3
    81. AI research evidence record anthropic:39-1
    82. AI research evidence record anthropic:42-1
    83. AI research evidence record deepseek:c1
    84. AI research evidence record anthropic:4-9
    85. AI research evidence record anthropic:8-7
    86. AI research evidence record anthropic:8-8
    87. AI research evidence record openai:c2
    88. AI research evidence record anthropic:46-13
    89. AI research evidence record anthropic:35-12
    90. AI research evidence record anthropic:35-13
    91. AI research evidence record anthropic:33-18
    92. AI research evidence record kimi:sightivo_2026
    93. AI research evidence record kimi:northscale_2026
    94. AI research evidence record google:cit_3
    95. AI research evidence record deepseek:c1
    96. AI research evidence record openai:c1
    97. AI research evidence record deepseek:c1
    98. AI research evidence record perplexity:c10
    99. AI research evidence record openai:c2
    100. AI research evidence record openai:c3
    101. AI research evidence record anthropic:1-12
    102. AI research evidence record anthropic:7-10
    103. AI research evidence record anthropic:13-9
    104. AI research evidence record anthropic:46-1
    105. AI research evidence record deepseek:c1
    106. AI research evidence record grok:5
    107. AI research evidence record openai:c5
    108. AI research evidence record openai:c6

Independent Sources

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
45
Ranking mentions
2 of 7
Platform share
29%
Final consensus rank
#10

Research trail and source mix

Configured platforms

openai, anthropic, deepseek, grok, perplexity, kimi, google

Source mix

34 independent · 11 company-owned

Evidence support

38 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.

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