Answer Capsule
Scrunch AI is a good fit for marketing teams that need prompt-level AI visibility tracking combined with citation analysis, competitor monitoring, historical performance, and site/content optimization. Two of the seven platforms in this study named Scrunch AI during the ranking stage — DeepSeek (rank 6) and Perplexity (rank 3) — giving it an average listed rank of 4.5 and a best rank of 3. The strongest reason to consider it is its purpose-built AI visibility measurement layer, which tracks mentions, recommendations, citations, share of voice, sentiment, and competitor presence across generative-answer platforms. The main limitation is that Scrunch is not a traditional SEO suite and does not include built-in content creation, so buyers needing keyword research, backlinks, or writing tools must run a parallel stack.
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 2 of 7 platforms (DeepSeek, Perplexity) |
| Share of included platform responses | 28.6% |
| Average listed rank | 4.5 |
| Best listed rank | 3 (Perplexity) |
| Relevant product/model/plan | Scrunch AI visibility and optimization platform; Core plan for smaller teams, Enterprise for expanded coverage and integrations |
| Overall use-case fit | Good — strong for AI visibility monitoring and citation/competitor intelligence; incomplete as a standalone content optimization or traditional SEO replacement |
| Research date | 2026-09-19 |
Why Scrunch AI Qualified for This Study
Questions This Section Answers
- Is Scrunch AI a good choice for AI SEO Tools With AI Visibility Tracking?
- Does Scrunch AI track brand mentions and citations across AI search platforms?
Scrunch AI qualified because it targets the exact buyer need in this study: one platform that combines content research and optimization with measurement of how a brand performs across AI systems. It tracks brand presence, competitive presence, share of voice, response position, sentiment, citations, AI bot traffic, AI referrals, and AI search trends across tracked prompts and AI platforms [1]. The platform measures prompt-based AI visibility and positions itself as complementary to traditional SEO tools rather than a replacement [2].
It also supports the specific tracking dimensions this use case requires: prompt variants, competitor monitoring, filters, competitor mentions and citations, suggested competitors, and historical backfill [4]. Competitor comparison runs across AI platforms and metrics, with source-level citation analysis and an Influence Score [5].
Only two of the seven platforms named Scrunch AI during ranking discovery — DeepSeek and Perplexity — so its inclusion rests on a minority of platform responses, not broad consensus. The remaining platforms evaluated fit without naming it in their ranked lists.
The Product, Model, Plan, or Service Most Relevant to AI SEO Tools With AI Visibility Tracking
Questions This Section Answers
- Which Scrunch AI plan should a buyer choose for AI visibility tracking across more than four AI platforms?
- Is Scrunch AI Core enough for a marketing team that needs prompt, citation, and competitor tracking?
The relevant offering is the Scrunch AI visibility and optimization platform, sold as a Core plan for smaller teams and an Enterprise plan for expanded coverage and integrations [6]. Core is publicly listed at $250 per month and includes 125 unique prompts, five site audits, one workspace, five user licenses, and four AI platforms [6]. Enterprise pricing is custom and adds expanded model coverage, custom prompts and workspaces, API access, integrations, SSO, and dedicated support [7].
Platform coverage is the clearest dividing line between tiers. Core publicly lists ChatGPT, Perplexity, Google AI Overviews, and Microsoft Copilot; Enterprise publicly lists nine platforms, adding Claude, Gemini, Meta AI, Google AI Mode, and Grok [6]. Independent reviews describe the same split, with Core covering four engines and Enterprise extending to nine [8].
Plan naming is inconsistent across sources. The ranking-stage label referenced a "Starter or enterprise platform," while the current public pricing page identifies the entry brand tier as Core [6]. Some third-party reviews reference Starter, Growth, Explorer, and Agency tiers, and one review lists an Agency Core plan at $500 per month [10]. Buyers should confirm the current plan name and packaging directly rather than relying on any single listing.
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree Scrunch AI does well for AI visibility tracking?
- Does Scrunch AI track citations, competitors, and historical AI visibility?
The platforms that evaluated Scrunch AI agreed on several core capabilities. The strongest agreement covers AI visibility measurement: brand presence, competitive presence, share of voice, response position, sentiment, citations, AI bot traffic, AI referrals, and AI search trends [12]. Multiple platforms independently described prompt-level monitoring, including which prompts generate brand mentions and prompt-level response inspection [14].
Citation and competitor intelligence drew consistent support. Scrunch reports competitor mentions and citations, identifies suggested competitors from response data, supports historical backfill for newly added competitors, and provides source-level citation analysis including an Influence Score [15]. Historical visibility analysis and optimizer-supported content improvement were also described [17].
Pricing agreement was strong on the entry tier. Public materials consistently state Core at $250 per month, and the official pricing page lists Core at $250/mo [19]. A seven-day Core free trial is publicly advertised [22].
One limitation drew agreement as well: Scrunch is designed around prompts and AI-model visibility rather than replacing traditional keyword-ranking and backlink platforms, so teams may need a separate conventional SEO suite [14].
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Is Scrunch AI's AI visibility tracking independently verified, or is the evidence vendor-reported?
- Does Scrunch AI include content creation and writing tools, or only optimization recommendations?
Fit ratings diverged sharply. Google rated Scrunch a "strong" fit; OpenAI, Anthropic, Grok, and Perplexity rated it "good"; DeepSeek rated it "mixed"; and Kimi rated it "uncertain." Kimi reported that the current scrunch.com site positions the company in the influencer and creator economy space with no verified AI visibility features, and could not confirm whether the AI visibility product was ever a shipping offering [25]. This directly conflicts with the other six platforms, which described an active AI visibility platform. Buyers should treat the Kimi finding as a material conflict and verify current product status directly.
Content optimization depth is disputed. Anthropic found that Scrunch identifies content gaps and provides optimization recommendations but lacks content creation tools, a writing studio, bulk editing, or SEO audits — and that the Insights module is still in beta with minimal, often unpopulated suggestions [26]. Google described an Optimizer tool that suggests target personas and content structure changes [29]. OpenAI described optimizer-supported content improvement as only partially supported in its evidence [30].
Independent validation is thin across the board. A G2 listing contains positive user feedback about dashboard usability and actionable data but also reports a preference for more raw mention metrics rather than percentages; this is user opinion, not controlled performance evidence [31]. Scrunch's public claims about citation dynamics and platform performance are proprietary or vendor-published and should not be treated as independent validation [30].
Pricing conflicts persist. Public materials consistently state Core at $250 per month, but third-party listings have cited different historical starting prices, and some sources report month-to-month pricing around $300 [32]. The official current pricing page should control.
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does Scrunch AI support persona, funnel-stage, and geography filtering for AI visibility prompts?
- Can Scrunch AI track AI bot traffic and attribute AI referrals to revenue?
Scrunch supports seed prompts and prompt variants, with filtering by topic, persona, funnel stage, platform, geography, and branded versus non-branded prompts [35]. It reports which prompts generate brand mentions and allows prompt-level response inspection [36]. Competitor tracking includes competitor mentions and citations, suggested competitors derived from response data, and historical backfill for newly added competitors [36].
Citation analysis operates at the source level and includes an Influence Score, which indicates which sources shape AI answers rather than only whether the brand appears [37]. Historical visibility analysis is supported, though the exact historical retention period is not publicly specified [38].
Content research and optimization capabilities center on site audits and an optimizer. Scrunch positions its optimizer and site-audit capabilities as tools for improving published pages and AI discoverability, using AI visibility and citation gaps to guide content and technical improvements [38]. Core includes five site audits per month; Enterprise includes complete site audits [40].
AI bot traffic and referral measurement are part of the tracked metric set, alongside AI search trends [42]. Independent reviews describe an AI bot traffic dashboard as a standout feature showing crawler and referral activity from engines in a clean view [43].
Platform coverage differs by tier: four platforms on Core and nine on Enterprise [40]. The exact scope and limits of content research, optimizer workflows, historical retention, refresh frequency, and recommendation tracking require product validation [38].
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Scrunch AI Core cost per month, and what limits apply to prompts and platforms?
- Are there setup, overage, or cancellation fees with Scrunch AI, and what contract terms apply?
Core is publicly listed at $250 per month and includes 125 unique prompts, five site audits per month, one brand workspace, five user licenses, and four listed AI platforms [44]. Enterprise pricing is custom and includes custom prompt volume, complete site audits, custom workspaces and users, API access and integrations, expanded model coverage, SSO, and a dedicated account team [45]. A seven-day Core free trial is publicly advertised [45].
No separately itemized mandatory implementation, usage, API, or integration fees are publicly disclosed in the reviewed pricing materials; these should be verified directly for Enterprise [45]. Agency pricing is separate from brand pricing and is not relevant unless the buyer is purchasing for an agency [45].
Contract terms are largely undisclosed. Annual-payment discounts, minimum commitment, cancellation rules, data retention, overage fees, and renewal terms are unclear from the reviewed public sources [45]. Pricing confidence is moderate, and the supplied ranking-stage label mentions Starter while the current public page uses Core [44].
Third-party sources add conflicting detail. One review lists an Agency Core plan at $500 per month [47]. Another reports extra-user fees or seat-pack fees, including $25 per extra user per month, but these are not consistently verified on official pages [48]. Treat all third-party pricing figures as unconfirmed.
Best Suited For
Questions This Section Answers
- Who gets the most value from Scrunch AI for AI visibility tracking?
- Is Scrunch AI a good fit for mid-market and enterprise marketing teams?
Scrunch is best suited to marketing teams measuring brand mentions, recommendations, citations, share of voice, sentiment, and competitor performance across AI search platforms [49]. It fits teams that want AI visibility monitoring combined with site audits and optimization workflows [51]. It also fits mid-market and enterprise buyers needing custom prompts, expanded model coverage, API access, SSO, integrations, or dedicated support [53].
Teams whose primary need is monitoring and insight rather than content production will find the closest match, because the platform is built around prompt-level AI visibility rather than conventional search rankings [54]. Buyers who want a bounded evaluation can start with Core, which has transparent entry pricing and a seven-day trial [55].
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Scrunch AI for AI SEO Tools With AI Visibility Tracking?
- Is Scrunch AI a poor fit for small teams that need unlimited prompts or traditional SEO?
Small teams needing more than four AI platforms, unlimited prompts, or extensive traditional keyword and backlink SEO in the same subscription are not well served by Core [56]. Buyers that require publicly documented enterprise pricing, contractual terms, or independently validated performance outcomes before purchase will find the public record incomplete [58].
Teams expecting end-to-end content optimization, writing tools, and automated remediation workflows will find Scrunch incomplete without significant tool-switching and workflow fragmentation [60]. Scrunch should not be assumed to replace a full traditional SEO platform [57].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Scrunch AI for a buyer who needs traditional SEO and AI visibility in one platform?
- When should a buyer choose a lower-cost AI visibility tool instead of Scrunch AI?
Choose a broader traditional SEO suite when keyword research, backlink analysis, technical SEO, and AI visibility must be managed in one mature platform [63]. Choose another AI visibility vendor when the buyer needs lower-cost access to more models, stronger independent benchmarking, publicly documented data-refresh SLAs, or explicit revenue attribution [64].
Consider Enterprise only when the team needs the additional platforms, API and integration access, SSO, custom scale, or dedicated support; Core is likely sufficient for a focused pilot [66]. Buyers who need published, transparent self-serve pricing before purchase, independently benchmarked tracking accuracy, or broad traditional SEO and rank tracking rather than AI-answer visibility should evaluate alternatives first [67].
Questions to Verify Before Buying
- Does Core track the exact AI search and recommendation platforms most important to the buyer, including country-specific behavior? [69]
- What are the prompt-refresh frequency, response-sampling method, geographic controls, and historical data-retention period? [70]
- Are mentions, recommendations, citations, sentiment, and competitor data available at raw-count level as well as percentage level? [72]
- What are Enterprise pricing, minimum commitment, renewal, cancellation, overage, API, integration, and implementation terms? [73]
- Are site audits and optimizer recommendations included in Core, and what limits apply to pages, users, domains, and exports? [69]
- Does the API expose prompt responses, citations, competitors, historical metrics, and raw data, or only summarized metrics? [73]
- What evidence supports claimed improvements in AI visibility, qualified traffic, or conversions, independent of Scrunch's own marketing materials? [72]
Final AI Consensus Verdict
Scrunch AI is a good fit for marketing teams prioritizing AI visibility tracking with prompt-level analysis, citations, competitors, historical data, and optimization workflows. Start with Core for a bounded evaluation; select Enterprise only after confirming model coverage, data limits, API requirements, historical retention, and commercial terms. It is not a clearly complete replacement for traditional SEO software, and independent outcome evidence remains limited.
The consensus is not unanimous. Two of seven platforms named Scrunch AI during ranking discovery, and fit ratings ranged from "strong" to "uncertain" across the seven evaluations. The Kimi finding that the current site shows no AI visibility tracking is a material conflict that buyers should resolve directly before purchase. Platform agreement on capabilities does not prove product quality.
How This Review Was Produced
This review evaluates Scrunch AI only for the AI SEO Tools With AI Visibility Tracking use case. It draws on fit-research responses from seven platforms — OpenAI, Anthropic, Google, Grok, DeepSeek, Perplexity, and Kimi — collected for a study dated 2026-09-19. Two platforms named Scrunch AI during ranking discovery: DeepSeek at rank 6 and Perplexity at rank 3. All seven platforms evaluated fit, but platform mentions count only platforms that named the entity during ranking discovery. The consensus index for this category is available at AI SEO Tools With AI Visibility Tracking, and the broader directory is at ai seo content optimization.
Methodology Limitations
Platform-reported research dates differ from the authoritative run date. DeepSeek's research date is 2026-07-13; all other platforms report 2026-09-19. Platform-reported dates are provenance metadata and do not independently prove freshness.
Citations are platform-reported evidence, not independently verified facts. The supplied URLs were collected from platform responses and were not independently validated by the writer stage. No-search model claims require explicit verification before being described as current facts; DeepSeek's response was produced without search enabled.
Conflicting product names, pricing, and capabilities were not resolved by guessing. Plan naming conflicts (Core versus Starter versus Growth versus Explorer), pricing conflicts (whether the entry plan is $250/month or $300 month-to-month), and engine-count differences are described as conflicts, with verification steps directed to buyers.
Scrunch's public claims about citation dynamics and platform performance are proprietary or vendor-published and should not be treated as independent validation. Independent evidence of ranking or revenue impact is limited. The exact scope and limits of content research, optimizer workflows, historical retention, refresh frequency, and recommendation tracking require product validation.
Explore more ai seo content optimization guidance in the category directory.
Sources
Company-Owned Sources
- AI Visibility Tracker for ChatGPT & AI Overviews | Rankscale: https://ai-visibility.keyword.com/
- Scrunch vs Semrush: AI visibility or traditional SEO?: https://blog.hubspot.com/marketing/scrunch-vs-semrush
- Ai Visibility Dashboard - optiseo: https://optiseo.com/ai-visibility-dashboard/
- Scrunch | The AI Customer Experience Platform | AI search visibility & optimization: https://scrunch.com/
- Why your competitors are winning in AI search (and how to fix it: https://scrunch.com/blog/2025-12-competitors-ai-search-citations
- FAQs - Scrunch: https://scrunch.com/faqs/
- Can Scrunch identify where competitors are gaining visibility in AI search?: https://scrunch.com/faqs/can-scrunch-identify-where-competitors-are-gaining-visibility-in-ai-search
- How does Scrunch track competitor performance in AI search?: https://scrunch.com/faqs/how-does-scrunch-track-competitor-performance-in-ai-search
- What does Scrunch track for AI visibility that traditional SEO tools don’t?: https://scrunch.com/faqs/what-does-scrunch-track-for-ai-visibility-that-traditional-seo-tools-dont
- What is the pricing for Scrunch plans?: https://scrunch.com/faqs/what-is-the-pricing-for-scrunch-plans
- Monitoring AI search performance: https://scrunch.com/guides/ai-search-guide/monitoring
- Scrunch Pricing: https://scrunch.com/pricing/
- SEObolt — Track Your AI Search Visibility | LLM Rankings & SEO Dashboard: https://seobolt.io/
- SE Visible — An AI Visibility Tool Made to Empower Brands: https://visible.seranking.com/
- Scrunch AI Review: Should You Invest in This GEO Tool?: https://writesonic.com/blog/scrunch-ai-review
- AI Visibility Tracker — See Where You Appear in AI Search — AllAble: https://www.allable.ai/features/ai-visibility-tracker/
- 4 Best Scrunch AI Alternatives For Better AI Visibility in 2026 Comparison: https://www.contentmonk.io/blog/scrunch-ai-alternatives
- Sitecore acquires Scrunch to help brands influence discovery and buying decisions in the AI-search era: https://www.sitecore.com/company/newsroom/press-releases/2026/06/sitecore-acquires-scrunch-to-help-brands-influence-discovery--and-buying-decisions
- Scrunch AI Review: Can it compete with serious AI visibility tools?: https://www.tryprofound.com/blog/scrunch-ai-review/
- Official pricing and terms source: https://scrunch.com/terms/
Additional AI research evidence73 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:2-15
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c7
- AI research evidence record openai:c8
- AI research evidence record anthropic:12-6
- AI research evidence record anthropic:16-10
- AI research evidence record anthropic:14-3
- AI research evidence record perplexity:c4
- AI research evidence record openai:c1
- AI research evidence record anthropic:2-13
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c7
- AI research evidence record grok:web:3
- AI research evidence record perplexity:c2
- AI research evidence record openai:c8
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:2-15
- AI research evidence record kimi:scrunch-2026-current
- AI research evidence record anthropic:26-8
- AI research evidence record anthropic:39-1
- AI research evidence record anthropic:44-23
- AI research evidence record google:1.3.4
- AI research evidence record openai:c5
- AI research evidence record openai:c9
- AI research evidence record openai:c7
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c4
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c7
- AI research evidence record openai:c8
- AI research evidence record openai:c1
- AI research evidence record anthropic:12-3
- AI research evidence record openai:c7
- AI research evidence record openai:c8
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:14-3
- AI research evidence record perplexity:c7
- AI research evidence record openai:c1
- AI research evidence record openai:c4
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c8
- AI research evidence record openai:c2
- AI research evidence record openai:c7
- AI research evidence record openai:c7
- AI research evidence record openai:c2
- AI research evidence record openai:c8
- AI research evidence record openai:c9
- AI research evidence record anthropic:26-8
- AI research evidence record anthropic:39-1
- AI research evidence record anthropic:2-15
- AI research evidence record openai:c2
- AI research evidence record openai:c8
- AI research evidence record openai:c9
- AI research evidence record openai:c7
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c3
- AI research evidence record openai:c7
- AI research evidence record openai:c3
- AI research evidence record openai:c5
- AI research evidence record openai:c9
- AI research evidence record openai:c8
Independent Sources
- 14 Scrunch AI Alternatives for Tracking Your Brand in AI Search (2026: https://blog.timsoulo.com/14-scrunch-ai-alternatives-for-tracking-your-brand-in-ai-search-2026/
- Bourd vs Scrunch AI Pricing Comparison: https://bourd.dev/
- Scrunch AI Review: How I Actually Run It on Client Accounts: https://drewgarrett.org/blog/seo-tools/scrunch-ai-review/
- Scrunch AI Review 2026: Crawler Analytics - Geoptie: https://geoptie.com/blog/scrunch-ai-review
- Scrunch AI Review (2026): Features, Pricing & Alternatives: https://geotoolbox.ai/blog/scrunch-ai-review
- Scrunch AI Review: Fix the Code, Win the Answer in 2026: https://getmint.ai/resources/scrunch-ai-review
- Scrunch vs Semrush Comparison: https://hubspot.com/
- Understanding Scrunch AI Pricing: A Complete Overview: https://indexly.ai/blog/scrunch-ai-pricing/
- Scrunch AI Review (2026): Pricing + Sitecore Deal - Meev: https://meev.ai/reviews/scrunch-ai
- Scrunch AI Review: Is it Worth the Investment? - Radarkit: https://radarkit.ai/blog/scrunch-ai-review/
- Best GEO Tools of 2026: https://semrush.com/
- Surfer vs Scrunch AI Review: https://surferseo.com/
- Scrunch AI Pricing 2026: $250/mo Core, Custom Enterprise: https://thatmarketingbuddy.com/pricing/scrunch
- Scrunch AI Review (2026): Pricing, Features, and the: https://trakkr.ai/reviews/scrunch-review
- Scrunch AI Pricing 2026: Plans, Limits and True Cost: https://trakkr.ai/reviews/scrunch-review/pricing
- Profound vs Scrunch AI Review: https://tryprofound.com/
- Sitecore Acquires Scrunch for $225 Million to Boost AI Search Experience: https://www.bloomberg.com/news/articles/2026-06-03/sitecore-said-to-acquire-scrunch-for-225-million
- Scrunch AI Software Pricing, Alternatives & More 2026 | Capterra: https://www.capterra.com/p/10030499/Scrunch-AI/
- Sitecore Acquires Scrunch to Boost AI Search Visibility: https://www.cmswire.com/digital-experience/sitecore-acquires-scrunch-to-boost-ai-search-visibility/
- Sitecore Acquires Scrunch: What It Means for Customers | DCX Transform: https://www.dcxtransform.ae/insights/sitecore-scrunch-acquisition-what-it-means
- G2 AI SEO tools category: https://www.g2.com/categories/ai-seo
- Scrunch AI Pricing 2026: https://www.g2.com/products/scrunch-ai/pricing
- Scrunch AI Reviews: https://www.g2.com/products/scrunch-ai/reviews
- Scrunch Review & Pricing 2026: Now a Sitecore Company: https://www.get-ryze.ai/blog/scrunch-review-pricing-2026
- AI SEO Tracking Tools 2026: Comparative Analysis of Over 10 Platforms: https://www.searchinfluence.com/blog/ai-seo-tracking-tools-2026-analysis-platforms/
- Seer Interactive AI Tracking Updates: https://www.seerinteractive.com/
- One Amazing Thing About Scrunch: https://www.youtube.com/
- GEO Trends Analysis 2026: https://ziptie.dev/
Additional AI research evidence73 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:2-15
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c7
- AI research evidence record openai:c8
- AI research evidence record anthropic:12-6
- AI research evidence record anthropic:16-10
- AI research evidence record anthropic:14-3
- AI research evidence record perplexity:c4
- AI research evidence record openai:c1
- AI research evidence record anthropic:2-13
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c7
- AI research evidence record grok:web:3
- AI research evidence record perplexity:c2
- AI research evidence record openai:c8
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:2-15
- AI research evidence record kimi:scrunch-2026-current
- AI research evidence record anthropic:26-8
- AI research evidence record anthropic:39-1
- AI research evidence record anthropic:44-23
- AI research evidence record google:1.3.4
- AI research evidence record openai:c5
- AI research evidence record openai:c9
- AI research evidence record openai:c7
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c4
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c7
- AI research evidence record openai:c8
- AI research evidence record openai:c1
- AI research evidence record anthropic:12-3
- AI research evidence record openai:c7
- AI research evidence record openai:c8
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:14-3
- AI research evidence record perplexity:c7
- AI research evidence record openai:c1
- AI research evidence record openai:c4
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c8
- AI research evidence record openai:c2
- AI research evidence record openai:c7
- AI research evidence record openai:c7
- AI research evidence record openai:c2
- AI research evidence record openai:c8
- AI research evidence record openai:c9
- AI research evidence record anthropic:26-8
- AI research evidence record anthropic:39-1
- AI research evidence record anthropic:2-15
- AI research evidence record openai:c2
- AI research evidence record openai:c8
- AI research evidence record openai:c9
- AI research evidence record openai:c7
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c3
- AI research evidence record openai:c7
- AI research evidence record openai:c3
- AI research evidence record openai:c5
- AI research evidence record openai:c9
- AI research evidence record openai:c8
Verify this research
Review the study details behind this page or download the public machine-readable verification record.
- Study date
- September 19, 2026
- Platforms analyzed
- 7
- Source records
- 48
- 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
28 independent · 20 company-owned
Evidence support
16 direct · 14 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 adfa567477749e6cb5ff4f47fd67b89d14dc55b03881ceccf10fbc9e9fbd492a