Answer Capsule
Clearscope is a good fit for content teams that want AI-assisted topic discovery, SERP and competitor analysis, search-intent recommendations, and AI-search visibility tracking inside one optimization workflow. Three of the seven configured platforms named Clearscope during ranking discovery, and six of seven returned a usable fit assessment. The strongest reason to consider it is its combination of competitor-derived topic coverage, search-intent analysis, and prompt tracking across ChatGPT and Gemini, with unlimited users on every paid plan. The main limitation is that Clearscope is optimization-first rather than a one-click brief generator: public documentation does not fully confirm separately exportable question, entity, and subtopic brief fields, and monthly Draft and Topic Exploration quotas may constrain high-volume briefing operations.
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 3 of 7 configured platforms (deepseek, openai, perplexity) |
| Share of included platform responses | 42.9% (3 of 7) |
| Average listed rank | 5.33 |
| Best listed rank | 5 |
| Relevant product/model/plan | Clearscope Essentials ($129/month) for smaller teams; Business ($399/month) or Enterprise for larger content operations |
| Overall use-case fit | Good (fit ratings: 4 good, 1 strong, 1 mixed across 6 assessing platforms) |
| Research date | 2026-09-18 |
Why Clearscope Qualified for This Study
Questions This Section Answers
- Is Clearscope a good choice for AI Content Brief Tools?
- How many AI platforms recommended Clearscope for AI content briefs?
Clearscope qualified because three of the seven configured platforms named it during ranking discovery, and six of seven returned a usable fit assessment for this use case. The three platforms that named it placed it at ranks 5, 5, and 6, producing an average listed rank of 5.33 and a best listed rank of 5. Its final rank in the study was 7.
The entity is a company-scoped software platform, and every assessing platform mapped this use case to a Clearscope paid plan rather than a free tier. OpenAI, Anthropic, DeepSeek, Grok, and Kimi all rated the fit as good or strong; Perplexity rated it mixed because its captured pricing and feature evidence conflicted across sources. That split matters: Clearscope's inclusion rests on consistent recognition of its topic coverage, competitor analysis, and search-intent capabilities, not on unanimous agreement about its brief-generation depth.
This review evaluates Clearscope only for AI Content Brief Tools. It is not a broad company review, and it does not assess Clearscope for technical SEO, backlink analysis, or general content marketing.
The Product, Model, Plan, or Service Most Relevant to AI Content Brief Tools
Questions This Section Answers
- Which Clearscope plan should a buyer choose for AI content brief work if the team is small?
- Is Clearscope Essentials enough for a content team producing briefs every month?
The most relevant offering is Clearscope Essentials at $129/month for smaller teams, with Business at $399/month and Enterprise at custom pricing for larger content operations [1]. Every assessing platform converged on this plan mapping, which is the clearest point of agreement in the study.
Essentials includes 50 pages, 20 monthly Topic Explorations, and 20 monthly Drafts. Business includes 300 pages, 50 monthly Topic Explorations, and 20 monthly Drafts, plus a dedicated account manager [1]. The official pricing page also lists a 14-day free trial and states there are no contracts and no hidden costs (official:C2). That trial detail conflicts with independent reviews stating no free trial is available [5], a conflict buyers should resolve directly with the vendor.
The practical implication for brief production is that Business raises research, tracking, and inventory limits but not monthly Draft volume. Both published tiers include 20 monthly Drafts [1]. A team that needs more than 20 briefs per month should expect to buy additional Drafts or negotiate Enterprise credits.
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree Clearscope does well for AI content briefs?
- Does Clearscope support competitor analysis and search intent for content briefs?
Platforms broadly agreed on four capabilities. First, competitor and SERP analysis: Clearscope's Draft workflow generates content analysis from the current SERP and competitors, and Topic Exploration provides keyword-research analysis [8]. Competitor Outlines break down the heading structures of the top 30 pages [9], and independent reviews describe competitor gap analysis and top-ranking page strategy review [11].
Second, search intent. Clearscope's Search Intent Groupings categorize top-ranking pages by dominant intent, and intent summaries explain what content type will serve searchers [13]. The official homepage excerpt emphasizes deep search intent analysis as a core positioning claim (official:C1).
Third, AI-search visibility. Clearscope tracks brand mentions across ChatGPT and Gemini and surfaces background web searches LLMs run [17]. Grok reported prompt tracking and query fan-out monitoring for AI search [19].
Fourth, team economics. All paid plans include unlimited users at no additional seat cost [21]. Independent commentary frames this as material for teams of three or more writers [24].
Agreement across platforms does not prove product quality. It shows that multiple independent retrieval runs surfaced the same vendor and third-party claims.
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Is Clearscope a one-click AI brief generator or an optimization tool?
- Does Clearscope track AI search visibility beyond ChatGPT and Gemini?
The sharpest disagreement concerns what Clearscope fundamentally is. Kimi concluded Clearscope is "not purpose-built for AI brief generation" and lacks automated H2/H3 outline generation, competitor heading extraction, and People Also Ask integration into briefs [26]. DeepSeek reached a similar position, describing Clearscope as an optimization tool rather than a one-click brief generator [28]. OpenAI and Anthropic, by contrast, treated the Draft workflow as directly supporting competitor-informed briefs while flagging that the exact scope and exportability of question, entity, and subtopic outputs are not fully specified publicly [29].
AI-search coverage is a second uncertainty. Clearscope advertises tracking across ChatGPT and Gemini [32], while one source notes it does not advertise Perplexity, Claude, or Copilot coverage and marks that as inferred rather than confirmed absent [34]. Grok reported brand visibility across ChatGPT, Gemini, and Claude [35], which conflicts with the narrower claim. Buyers should verify current engine coverage directly.
Pricing is a third conflict. The official pricing page lists Essentials at $129/month and Business at $399/month [29], but third-party pages report older or conflicting figures, including $170/month and $189/month for the entry tier [36]. Perplexity rated the overall fit mixed specifically because captured pricing and plan details were inconsistent [38]. The official pricing page should control.
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does Clearscope generate relevant questions, entities, and subtopics for content briefs?
- Can Clearscope briefs be exported into Google Docs or WordPress workflows?
Clearscope's strongest use-case alignment is topic coverage and competitor structure. Independent reviews report that content briefs include target word count, suggested headers, target terms with usage frequencies, related searches, and competitor outlines [40]. Topic Explorations cluster related queries, surface parent topics, and show search volume before drafting begins [42]. Grok reported that independent testing found Clearscope had the highest term coverage recall among compared tools [44].
Search intent is explicitly supported. Search Intent Groupings analyze top-ranking pages and categorize them by dominant intent, and intent summaries are written to be human-readable rather than generic labels [45].
Questions, entities, and subtopics are the least verified area. Clearscope's official site describes content optimization reports with relevant terms, entities, and questions [49], and DeepSeek assessed entity and subtopic coverage as an advantage for brief planning. But OpenAI flagged the exact scope, presentation, and exportability of question lists, entity lists, and subtopic structures as not fully specified publicly [50]. Perplexity found insufficient direct official evidence to confirm competitor analysis, entity extraction, subtopic expansion, search-intent recommendations, or question generation as discrete brief outputs [52].
Workflow integration is documented. Clearscope integrates with Google Docs, WordPress, Google Search Console, Webflow, HubSpot, and Zapier [53], and documents WordPress and Google Docs add-ons for in-editor guidance [54]. It does not offer a public API for programmatic access [55]. Content Inventory connects to Google Search Console, tracks clicks, impressions, and average position, and flags content decay [56].
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Clearscope cost per month, and what do Essentials and Business include?
- What are Clearscope's overage fees for extra Drafts and pages?
- Can a buyer cancel Clearscope at any time, and is there a free trial?
Published list pricing is Essentials at $129/month and Business at $399/month, with Enterprise at custom pricing [58]. Essentials includes 50 pages, 20 monthly Topic Explorations, and 20 monthly Drafts. Business includes 300 pages, 50 monthly Topic Explorations, and 20 monthly Drafts, plus a dedicated account manager [58].
Add-on pricing is reported inconsistently. One independent source lists 100 extra Inventory pages at $25/month on Essentials or $15/month on Business, with extra Drafts at $50 or $20 respectively [62]. The official pricing page excerpt shows additional Drafts tiers at $50 and $20 alongside page add-ons at $25/mo and $15/mo, but the captured text does not fully label which tier each rate applies to (official:C2). OpenAI notes that add-ons can be automatically billed when included credits are exceeded [58].
Contract terms are comparatively clear on monthly plans. Clearscope states monthly plans have no minimum contract and may be cancelled at any time without penalty [58]. There is no account-pause option, and after cancellation access ends at the end of the subscription period; historical data and Drafts can be restored if the account is reactivated within 12 months [63]. Annual Enterprise terms, invoicing, renewal obligations, and negotiated discounts are not public [58].
Free-trial evidence conflicts. The official pricing page excerpt advertises a 14-day free trial (official:C2), while independent reviews state there is no free trial and that buyers pay before testing [64]. One review notes Enterprise prospects can request a demo but no self-serve trial exists [65]. Buyers should confirm trial availability at signup.
Best Suited For
Questions This Section Answers
- Who gets the most value from Clearscope for AI content briefs?
- Is Clearscope worth it for a team publishing ten or more articles per month?
Clearscope best suits mid-market in-house SEO and content teams plus agencies that publish consistently, generally ten or more pieces per month with a dedicated editorial process [66]. Independent reviews place the cost-efficiency threshold at four or more articles per month, below which the tool becomes overkill [68].
It also fits teams that need competitor-derived topic coverage, entities, and related questions feeding a writer-friendly optimization loop [69]. Teams wanting recommendations spanning traditional search and AI-driven discovery are a further match, given prompt tracking and query fan-out awareness [69].
Unlimited users on every paid plan makes the economics work for teams of three or more writers, where per-seat competitors would cost more [72]. Organizations that need refresh tracking and content inventory monitoring are also well served [75].
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Clearscope for AI content briefs?
- Is Clearscope a poor fit for solo writers or low-volume publishers?
Solo writers and small teams with sporadic output, generally under four to five articles per month, are a weak fit given the $129/month entry price [77]. Budget-constrained startups and teams needing a permanent free tier should look elsewhere [79].
Teams whose primary need is comprehensive multi-platform AI search visibility tracking are also a weaker match, since Clearscope's advertised coverage centers on ChatGPT and Gemini rather than a full engine set [80]. Organizations primarily focused on technical SEO, backlink analysis, or site audits need adjacent tools, because Clearscope does not include crawling, site audits, or backlink analysis [82].
Agencies requiring white-label reporting for client delivery are not well served; Clearscope does not offer white-label output [85]. Teams needing API-first or programmatic integration should note the absence of a public API [87]. Buyers who need fully automated brief generation from SERPs without a writer, or AI drafting as a core capability, should treat Clearscope as a supplement rather than a replacement [79].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Clearscope for a buyer who needs automated SERP-driven briefs?
- When should a buyer choose Frase, Surfer SEO, or Semrush instead of Clearscope?
Choose a dedicated brief-first tool when automated outline generation, competitor heading extraction, and People Also Ask integration into a brief skeleton are mandatory acceptance criteria. Kimi named Frase at $49/month, BriefIQ at $19/month, Surfer SEO, NeuronWriter at $19/month, and Floyi or Juma as alternatives for those needs [89]. Anthropic suggested Frase at $15-45/month or Surfer SEO at $69-89/month when budget is under $129/month and publishing volume is sporadic [94].
Choose a dedicated AI visibility platform when comprehensive multi-platform AI search monitoring is the primary need rather than on-page optimization [95]. Choose an enterprise SEO suite such as Semrush, Ahrefs, or Moz alongside Clearscope when technical SEO and backlinks are required [96]. Choose MarketMuse or Content Harmony when white-label reporting and client-facing dashboards matter [97]. Choose Jasper or similar generative platforms when the goal is full-automation AI content generation without human review [98].
For buyers comparing across the broader field, the AI Content Brief Tools consensus index aggregates how each platform was ranked. Buyers evaluating adjacent categories can also review the wider ai seo content optimization directory.
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Clearscope before signing a contract?
- Does Clearscope produce exportable question, entity, and subtopic sections in briefs?
Confirm whether the selected plan produces explicit relevant-question, entity, and subtopic sections in the brief, or only recommendations inside the editor [99]. Confirm whether briefs can be exported in the team's required format and integrated with its CMS, project-management, or writing workflow [99].
Confirm what exactly consumes a Draft, Topic Exploration, tracked prompt, or page credit, since official support documentation uses both Draft and Content Inventory Page credit terminology [102]. Confirm current additional Draft and page rates and whether unused credits carry over [99].
Confirm whether Business provides any higher brief-generation volume than Essentials, given both list 20 monthly Drafts [99]. Confirm which AI-search engines, models, regions, and languages are supported for prompt tracking, since platform reports conflict on Claude and Perplexity coverage [105].
Confirm data retention, export, and access rights after cancellation, including the 12-month reactivation window [107]. Confirm whether a 14-day free trial is actually available, since official and independent sources conflict [108]. Confirm annual Enterprise commitments, renewal terms, implementation fees, and support charges [99].
Final AI Consensus Verdict
Clearscope is a good fit for AI Content Brief Tools for mid-market content teams and agencies that publish consistently and want competitor-derived topic coverage, search-intent analysis, and AI-search visibility tracking in one workflow. Six of seven configured platforms returned a usable fit assessment, with four rating it good, one strong, and one mixed. Three platforms named it during ranking discovery at ranks 5, 5, and 6.
The strongest case rests on documented competitor outline analysis of top 30 pages, search intent groupings, topic exploration, and unlimited users on every paid plan [109]. The clearest limitation is that Clearscope is optimization-first: public documentation does not fully confirm separately exportable question, entity, and subtopic brief outputs, and both published tiers cap monthly Drafts at 20 [113].
Buyers should treat pricing conflicts, AI-engine coverage conflicts, and free-trial conflicts as open items to verify with the vendor rather than resolved facts.
How This Review Was Produced
This review used the supplied platform fit-research responses for Clearscope against the AI Content Brief Tools use case, plus the entity ranking statistics from the ranking stage. Seven platforms were configured; six returned a usable fit assessment, and three named Clearscope during ranking discovery. Fit ratings were good for Anthropic, DeepSeek, Kimi, and OpenAI; strong for Grok; and mixed for Perplexity.
Company-owned sources include Clearscope's pricing page, homepage, support documentation, integrations page, and product announcement blog. Independent sources include review sites and comparison publications. Claims drawn from company-owned pages are labeled as vendor claims; claims from independent reviews are labeled as reviewer-reported. No personal testing, customer experience, or independent verification was performed for this review.
Methodology Limitations
Six of seven configured platforms returned a usable fit assessment, so the fit findings are not unanimous and should not be described as consensus across all configured platforms. Platform mentions in the ranking stage count only platforms that named the entity during ranking discovery, which is a narrower measure than fit assessment.
Platform-reported research dates differ from the authoritative run date of 2026-09-18. DeepSeek's response carries a research date of 2026-05-20, and DeepSeek ran without search enabled, so its claims require explicit verification before being treated as current facts. Platform-reported dates are provenance metadata and do not independently prove freshness.
Pricing, plan names, and included limits conflict across sources. The official pricing page lists Essentials at $129/month and Business at $399/month, while third-party pages report older or conflicting figures. The official pricing page should control, but buyers should confirm at checkout.
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. Public materials do not clearly document every requested brief field as a separately exportable output, and actual Enterprise pricing, credit volumes, annual terms, service levels, and negotiated fees are not public.
Sources
Company-Owned Sources
- Plans & Pricing | Clearscope: https://clearscope.io/pricing
- AI Content Briefs & Drafts — Floyi: https://floyi.com/briefs-drafts/
- Create an SEO content brief with AI | Juma: https://juma.ai/flows/create-an-seo-content-brief
- AI SEO Brief Generator | Write, Grade & Improve Content — BriefIQ: https://www.briefiq.io/
- Clearscope | Get Discovered on Google & AI Search: https://www.clearscope.io/
- Search Intent Analysis, Humanized: Introducing Clearscope's New AI-Powered Intent Summaries: https://www.clearscope.io/blog/product-announcement-search-intent
- Clearscope Product Features: https://www.clearscope.io/features
- Clearscope Integrations: https://www.clearscope.io/integrations
- Plans & Pricing: https://www.clearscope.io/pricing
- Can I pause my Clearscope subscription?: https://www.clearscope.io/support/can-i-pause-my-clearscope-subscription
- Analyzing The Search Landscape For Topics: https://www.clearscope.io/support/getting-started-content-reports
- How do Clearscope credits work?: https://www.clearscope.io/support/how-do-clearscope-credits-work
Additional AI research evidence115 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:2-1
- AI research evidence record grok:web:11
- AI research evidence record anthropic:7-2
- AI research evidence record anthropic:32-3
- AI research evidence record anthropic:32-4
- AI research evidence record anthropic:7-1
- AI research evidence record openai:c2
- AI research evidence record anthropic:23-2
- AI research evidence record anthropic:23-3
- AI research evidence record anthropic:26-1
- AI research evidence record anthropic:26-2
- AI research evidence record anthropic:23-6
- AI research evidence record anthropic:23-7
- AI research evidence record anthropic:25-15
- AI research evidence record anthropic:25-17
- AI research evidence record anthropic:3-12
- AI research evidence record anthropic:24-3
- AI research evidence record grok:web:0
- AI research evidence record grok:web:2
- AI research evidence record anthropic:1-18
- AI research evidence record anthropic:13-4
- AI research evidence record anthropic:30-9
- AI research evidence record anthropic:13-2
- AI research evidence record anthropic:30-10
- AI research evidence record kimi:eesel-ai
- AI research evidence record kimi:reviewmytool-com
- AI research evidence record deepseek:c5
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:3-12
- AI research evidence record anthropic:24-3
- AI research evidence record anthropic:8-11
- AI research evidence record grok:web:0
- AI research evidence record anthropic:2-1
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:1-12
- AI research evidence record anthropic:1-6
- AI research evidence record anthropic:1-7
- AI research evidence record grok:web:4
- AI research evidence record anthropic:23-6
- AI research evidence record anthropic:23-7
- AI research evidence record anthropic:25-15
- AI research evidence record anthropic:25-17
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:1-17
- AI research evidence record deepseek:c3
- AI research evidence record anthropic:26-9
- AI research evidence record anthropic:16-22
- AI research evidence record anthropic:16-23
- AI research evidence record openai:c1
- AI research evidence record anthropic:2-1
- AI research evidence record grok:web:11
- AI research evidence record anthropic:7-2
- AI research evidence record anthropic:13-6
- AI research evidence record openai:c3
- AI research evidence record anthropic:32-3
- AI research evidence record anthropic:32-4
- AI research evidence record anthropic:4-5
- AI research evidence record anthropic:31-8
- AI research evidence record anthropic:34-6
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:3-12
- AI research evidence record anthropic:13-2
- AI research evidence record anthropic:30-9
- AI research evidence record anthropic:30-11
- AI research evidence record anthropic:16-22
- AI research evidence record anthropic:16-23
- AI research evidence record anthropic:4-6
- AI research evidence record anthropic:34-6
- AI research evidence record deepseek:c5
- AI research evidence record anthropic:4-8
- AI research evidence record anthropic:8-11
- AI research evidence record anthropic:34-22
- AI research evidence record anthropic:31-2
- AI research evidence record anthropic:30-17
- AI research evidence record anthropic:32-1
- AI research evidence record anthropic:32-2
- AI research evidence record anthropic:26-9
- AI research evidence record kimi:eesel-ai
- AI research evidence record kimi:eesel-ai
- AI research evidence record kimi:reviewmytool-com
- AI research evidence record kimi:briefiq-io
- AI research evidence record kimi:floyi-com
- AI research evidence record kimi:juma-ai
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:4-8
- AI research evidence record anthropic:34-22
- AI research evidence record anthropic:32-1
- AI research evidence record anthropic:34-2
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:1-17
- AI research evidence record openai:c2
- AI research evidence record anthropic:13-6
- AI research evidence record anthropic:7-1
- AI research evidence record anthropic:8-11
- AI research evidence record grok:web:0
- AI research evidence record openai:c3
- AI research evidence record anthropic:32-3
- AI research evidence record anthropic:23-2
- AI research evidence record anthropic:23-6
- AI research evidence record anthropic:1-7
- AI research evidence record anthropic:13-4
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record kimi:eesel-ai
Independent Sources
- Clearscope Review 2026: Pros, Cons, and Our Honest Score: https://aipulsechecker.com/clearscope.html
- Clearscope Pricing & Features: Is This AI Content Optimization Platform Worth It?: https://ampifire.com/blog/clearscope-pricing-features-is-this-ai-content-optimization-platform-worth-it/
- Clearscope Review 2026: Honest Pros, Cons and Pricing: https://blackhatreview.org/reviews/clearscope
- Clearscope Review (2026): We Spent 10 Weeks Testing It: https://digitalsoftwarereviews.com/2026/08/28/clearscope-review-2026-we-spent-10-weeks-testing-it-digitalsoftwarereviews-com/
- Best AI Content Brief Tools Comparison: https://example.com/ai-content-brief-tools-comparison
- Clearscope Review (2026): Pricing, Features & Alternatives: https://maxaeo.ai/ai-tools/tool/clearscope/
- Clearscope — AI-Powered Content Optimization Platform: https://searchspine.com/clearscope
- Clearscope Review: Pricing, Features & Verdict - Slate: https://slatehq.com/blog/clearscope-review
- Clearscope Review (2026): AI SEO Content Optimization: https://tooldirectory.ai/tools/clearscope
- Clearscope Review 2026: Pilot, 3 Keywords · ToolVerdict: https://toolverdict.ai/tools/clearscope
- Clearscope Review (2026): Pricing, Features, and Is It Worth It?: https://www.aipeekaboo.com/blog/clearscope-review
- AI content brief generator: keyword to a usable brief (2026: https://www.eesel.ai/blog/ai-content-brief-generator
- Clearscope Pricing 2026: An Honest Breakdown: https://www.eesel.ai/blog/clearscope-pricing
- Clearscope Review: https://www.g2.com/products/clearscope/reviews
- Clearscope Pricing 2026: Plans, Reports & Enterprise Costs: https://www.miniloop.ai/blog/clearscope-pricing
- Clearscope Review for Agencies (2026): Is It Worth It, and What Are the Alternatives?: https://www.rankability.com/blog/clearscope-content-optimization-tool-review/
- Frase Review 2026: I Tested It on My Own Site and Here Is What Happened: https://www.reviewmytool.com/reviews/frase-review/
- Clearscope review: A well-rounded SEO optimization tool for business use: https://www.techradar.com/pro/clearscope-review
- Clearscope Review (2026): Pricing, Features, Alternatives: https://www.tooljunction.io/ai-tools/clearscope
Additional AI research evidence115 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:2-1
- AI research evidence record grok:web:11
- AI research evidence record anthropic:7-2
- AI research evidence record anthropic:32-3
- AI research evidence record anthropic:32-4
- AI research evidence record anthropic:7-1
- AI research evidence record openai:c2
- AI research evidence record anthropic:23-2
- AI research evidence record anthropic:23-3
- AI research evidence record anthropic:26-1
- AI research evidence record anthropic:26-2
- AI research evidence record anthropic:23-6
- AI research evidence record anthropic:23-7
- AI research evidence record anthropic:25-15
- AI research evidence record anthropic:25-17
- AI research evidence record anthropic:3-12
- AI research evidence record anthropic:24-3
- AI research evidence record grok:web:0
- AI research evidence record grok:web:2
- AI research evidence record anthropic:1-18
- AI research evidence record anthropic:13-4
- AI research evidence record anthropic:30-9
- AI research evidence record anthropic:13-2
- AI research evidence record anthropic:30-10
- AI research evidence record kimi:eesel-ai
- AI research evidence record kimi:reviewmytool-com
- AI research evidence record deepseek:c5
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:3-12
- AI research evidence record anthropic:24-3
- AI research evidence record anthropic:8-11
- AI research evidence record grok:web:0
- AI research evidence record anthropic:2-1
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:1-12
- AI research evidence record anthropic:1-6
- AI research evidence record anthropic:1-7
- AI research evidence record grok:web:4
- AI research evidence record anthropic:23-6
- AI research evidence record anthropic:23-7
- AI research evidence record anthropic:25-15
- AI research evidence record anthropic:25-17
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:1-17
- AI research evidence record deepseek:c3
- AI research evidence record anthropic:26-9
- AI research evidence record anthropic:16-22
- AI research evidence record anthropic:16-23
- AI research evidence record openai:c1
- AI research evidence record anthropic:2-1
- AI research evidence record grok:web:11
- AI research evidence record anthropic:7-2
- AI research evidence record anthropic:13-6
- AI research evidence record openai:c3
- AI research evidence record anthropic:32-3
- AI research evidence record anthropic:32-4
- AI research evidence record anthropic:4-5
- AI research evidence record anthropic:31-8
- AI research evidence record anthropic:34-6
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:3-12
- AI research evidence record anthropic:13-2
- AI research evidence record anthropic:30-9
- AI research evidence record anthropic:30-11
- AI research evidence record anthropic:16-22
- AI research evidence record anthropic:16-23
- AI research evidence record anthropic:4-6
- AI research evidence record anthropic:34-6
- AI research evidence record deepseek:c5
- AI research evidence record anthropic:4-8
- AI research evidence record anthropic:8-11
- AI research evidence record anthropic:34-22
- AI research evidence record anthropic:31-2
- AI research evidence record anthropic:30-17
- AI research evidence record anthropic:32-1
- AI research evidence record anthropic:32-2
- AI research evidence record anthropic:26-9
- AI research evidence record kimi:eesel-ai
- AI research evidence record kimi:eesel-ai
- AI research evidence record kimi:reviewmytool-com
- AI research evidence record kimi:briefiq-io
- AI research evidence record kimi:floyi-com
- AI research evidence record kimi:juma-ai
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:4-8
- AI research evidence record anthropic:34-22
- AI research evidence record anthropic:32-1
- AI research evidence record anthropic:34-2
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:1-17
- AI research evidence record openai:c2
- AI research evidence record anthropic:13-6
- AI research evidence record anthropic:7-1
- AI research evidence record anthropic:8-11
- AI research evidence record grok:web:0
- AI research evidence record openai:c3
- AI research evidence record anthropic:32-3
- AI research evidence record anthropic:23-2
- AI research evidence record anthropic:23-6
- AI research evidence record anthropic:1-7
- AI research evidence record anthropic:13-4
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record kimi:eesel-ai
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- Study date
- September 18, 2026
- Platforms analyzed
- 7
- Source records
- 31
- Ranking mentions
- 3 of 7
- Platform share
- 43%
- Final consensus rank
- #7
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
19 independent · 12 company-owned
Evidence support
23 direct · 6 partial
Important limitation
Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.
Source snapshot SHA-256 5508d3b6dad4dea0254849a22474f1837f6394366972779f98e5ac0a597e348a