Answer Capsule
Profound is a strong fit for AI Brand Visibility Tracking Tools if the buyer is an enterprise or growth-stage brand that needs recurring, prompt-based measurement of AI search visibility, citations, sentiment, and competitive share of voice across multiple answer engines. Five of the seven platforms in this study named Profound during the ranking stage, and it finished first overall with an average listed rank of 2.0. The strongest reason to consider it is documented, prompt-driven tracking of mentions, citations, and visibility change over time. The main limitation is commercial: multi-engine coverage effectively starts at the $399/month Growth plan billed annually, and Enterprise pricing, engine lists, and contract terms are not publicly fixed.
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 5 of 7 platforms (deepseek, google, grok, openai, perplexity) |
| Share of included platform responses | 71.4% |
| Average listed rank | 2.0 |
| Best listed rank | 1 |
| Relevant product/model/plan | Profound Answer Engine Insights / AI Search Visibility platform; Growth and Enterprise tiers most relevant |
| Overall use-case fit | Strong (openai, google, grok); Good (anthropic, deepseek, perplexity); Uncertain (kimi) |
| Research date | 2026-09-19 |
Why Profound Qualified for This Study
Questions This Section Answers
- Why did Profound rank first among AI brand visibility tracking tools in this study?
- How many AI platforms named Profound during the ranking stage for AI visibility tracking?
Profound qualified because it is a purpose-built answer-engine visibility platform rather than a bolt-on feature inside a general SEO suite, and because its advertised capabilities map directly onto the study criteria: mentions, recommendations, citations, prompt coverage, and visibility change over time [1].
Five of the seven included platforms named Profound during ranking discovery — deepseek, google, grok, openai, and perplexity — giving it a 71.4% platform share and an average listed rank of 2.0. It ranked first on deepseek, google, and grok; third on openai; and fourth on perplexity. Two platforms (anthropic and kimi) evaluated fit but did not name Profound in the ranking stage, so their fit ratings are included without a corresponding rank.
The study's ranking unit was a software tool or content optimization platform, and Profound was consistently described as a specialist in this category rather than a generalist. Independent reviewers describe it as an AEO/GEO platform tracking brand visibility across ChatGPT, Perplexity, Gemini, and Google AI Overviews with read/write optimization capabilities [2]. One platform noted Profound appears in third-party roundups of AI visibility tools alongside Semrush AI Toolkit, Ahrefs Brand Radar, Scrunch, Peec AI, and Otterly, indicating a crowded and fast-moving category [3].
The Product, Model, Plan, or Service Most Relevant to AI Brand Visibility Tracking Tools
Questions This Section Answers
- Which Profound plan is the realistic entry point for multi-engine AI brand visibility tracking?
- Does Profound's Starter plan cover enough AI engines for a US brand tracking visibility across platforms?
The relevant product is Profound's Answer Engine Insights, marketed as an AI search visibility platform, with the Growth plan as the practical entry point for multi-engine tracking and the Enterprise tier for broad coverage and governance [4].
Answer Engine Insights measures how often a brand appears in AI answers and exposes visibility score and share-of-voice metrics [7]. The platform runs structured prompts across AI platforms on a recurring basis, captures responses, and lets customers edit, disable, or add prompts [4]. Documentation describes a Citations view supporting source-level investigation of where answers reference brands or competitors [9].
Plan structure is consistent across most sources: Starter at $99/month, Growth at $399/month, and Enterprise custom-priced [4]. Engine coverage is tiered. Starter tracks ChatGPT only; Growth tracks three engines listed as ChatGPT, Perplexity, and Google AI Overviews; Enterprise supports up to nine answer engines according to the pricing page [4]. Independent reviews broadly agree, though one describes ten engines on Enterprise and another cites up to eleven on custom tiers [10].
What the AI Platforms Agreed About
Questions This Section Answers
- What do multiple AI platforms agree Profound does well for AI brand visibility tracking?
- Does Profound track citations and share of voice across answer engines?
The platforms agreed on four points: Profound is purpose-built for AI answer visibility, it tracks mentions and citations, it measures visibility change over time, and its lower tiers are engine-limited.
On core capability, the agreement was strong. Answer Engine Insights analyzes how a brand appears in AI answers and provides visibility-related views covering brand appearance, ranking or position, sentiment, and competitive presence [12]. Profound states its visibility analysis covers visibility score, share of voice, and average position [15]. Independent reviewers describe the same: tracking where a brand appears in AI search, how often it is mentioned, and which competitors show up [17].
On citations, the platforms agreed that Profound surfaces which websites and content sources drive AI citations, enabling brands to see which pages influence AI responses [18]. One platform reported that Profound analyzed 27 million citations across ChatGPT, Gemini, and Google AI Overviews [19].
On change over time, the platforms agreed that recurring prompt collection supports trend analysis. Documentation says responses are collected daily and can be filtered over custom time windows [13]. One platform reported daily tracking on Enterprise and Growth plans with week-over-week share-of-voice shifts [20].
On tier limits, the platforms agreed that engine access is gated. Starter is ChatGPT-only; Growth covers three engines; broader coverage requires Enterprise [12].
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Is Profound's Enterprise pricing and engine coverage confirmed, or do sources conflict?
- How reliable is Profound's measurement methodology according to independent benchmarks?
Disagreement clustered around pricing, engine counts, and verification depth. One platform rated fit "uncertain" because it could not locate primary-source documentation of Profound's capabilities, pricing, or methodology [25].
Enterprise pricing is the sharpest conflict. Third-party sources report $2,000–$5,000+ per month for enterprise deployments [27]. A competitor page claims a $499 Enterprise entry point, which no other source corroborates [25]. Profound does not publish Enterprise figures, so all Enterprise pricing should be treated as unconfirmed.
Engine counts also conflict. The official pricing page states up to nine answer engines on Enterprise [29]. Independent reviews variously describe ten engines, eleven engines on custom tiers, and 8+ platforms [30]. One platform reported a historical, demo-gated $499/month "Lite" plan that does not appear in current official pricing [33].
Methodology is a recurring uncertainty. One platform found no independent accuracy benchmark for Profound [34]. Another noted that Profound's documentation states the current Visibility Score uses non-branded prompts, so buyers should not assume it represents all branded-query performance [29]. Prompt execution frequency is described as "daily" in some sources and "multiple times daily" in others, with no official specification [35].
Identity was flagged. The normalization stage reported conflicting official domains and required an exact-name fallback; the retained domain tryprofound.com remains unverified, so procurement should confirm the contracting entity [34].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does Profound track prompt coverage and citation sources well enough for a competitive AI visibility program?
- Can Profound show how brand visibility changes over time across answer engines?
Profound covers the five study criteria — mentions, recommendations, citations, prompt coverage, and visibility change — with documented analytical views, but depth varies by tier.
| Criterion | What the evidence shows | Assessment |
|---|---|---|
| Mentions and recommendations | Answer Engine Insights analyzes brand appearance, position, sentiment, and competitive presence | Advantage |
| Citations | Dedicated Citations view; source-level investigation of which pages influence answers | Advantage |
| Prompt coverage | Structured recurring prompts; 50 on Starter, 100 on Growth, tailored on Enterprise | Advantage, tier-limited |
| Visibility over time | Date-range analysis; daily collection; week-over-week share-of-voice shifts | Advantage |
| Platform coverage | Starter: ChatGPT only. Growth: 3 engines. Enterprise: up to 9 per pricing page | Neutral, tier-gated |
| Regional and language analysis | Published self-serve configuration shows one language and one region | Limitation |
Prompt Volumes adds demand research drawn from real user conversations rather than traditional keyword data, which one platform described as powered by hundreds of millions of real queries per month [37]. The Profound Index provides category-wide leaderboards from real prompts across industries, updated weekly [39].
Agent Analytics covers AI crawler behavior and technical audit, but full operationalization requires CDN integration and server log access, which smaller teams often cannot implement [40]. Profound also bundles content agents and optimization workflows, which may be unnecessary cost for buyers wanting monitoring only [42].
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Profound cost per month, and is annual billing required?
- What are the additional fees beyond Profound's listed plan prices?
Published self-serve pricing is Starter at $99/month and Growth at $399/month, both billed yearly, with two months free shown on the page; Enterprise is custom-priced [44].
Annual commitments are $1,188 for Starter and $4,788 for Growth, with no monthly toggle on published plans [47]. One platform reported a seven-day free trial of the Growth plan and no trial for Starter [49]. Another reported a one-time trial of 10 prompts on ChatGPT only [45].
Additional costs include Agent credits consumed by automated content workflows; further credit thresholds require an Enterprise package according to the pricing FAQ [44]. One source reported agency client workspaces at an additional $399/month each [50]. Potential costs for expanded prompts, engines, regions, languages, brands, integrations, or implementation are unclear and must be quoted [44].
Enterprise pricing is not public. Third-party estimates range from $2,000 to $5,000+ per month, and one source suggests Fortune 500 deployments may exceed $5,000/month [51]. Cancellation, renewal, refund, trial-conversion, and Enterprise minimum-term terms are unclear from reviewed public sources [44]. Independent review pages report concerns about price transparency and large jumps between tiers, but those observations are not independently audited product-performance evidence [53].
Best Suited For
Questions This Section Answers
- Is Profound a good choice for an enterprise brand treating AI visibility as an ongoing KPI?
- Which teams get the most value from Profound's multi-engine tracking and governance features?
Profound is best suited to enterprise and growth-stage brands that treat AI visibility as an ongoing measurement program rather than a one-off audit.
The strongest fits are enterprise or multi-brand marketing teams needing daily prompt monitoring, citation analysis, competitive visibility, and regional or platform segmentation [54]. Teams requiring support, SSO/SAML, SOC 2-related enterprise controls, or tailored prompt volumes are directed to Enterprise [54]. One platform reported Profound is SOC 2 Type II certified and HIPAA compliant, independently assessed by Sensiba LLP, with SSO and role-based access — a vendor-published claim that should be confirmed in current security documentation [56].
B2B SaaS and tech companies where Claude and Gemini usage by buyers is material to visibility strategy are also a stated fit, though those engines require Enterprise [57]. Agencies managing multiple client AI visibility programs with enterprise procurement cycles are another stated fit, subject to the per-workspace cost reported by one source [57].
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Profound for AI brand visibility tracking?
- Is Profound worth it for a small brand that only needs ChatGPT visibility tracking?
Profound is probably not the best fit for small buyers needing broad model coverage at the lowest possible cost, teams requiring transparent monthly Enterprise pricing before sales engagement, or buyers seeking a pure monitoring product without content-agent components [59].
Cost-sensitive buyers face a $1,188–$4,788 annual commitment before any Enterprise negotiation [60]. Teams requiring month-to-month flexibility are poorly served because published plans are annual-only [60]. Buyers whose only relevant platform is ChatGPT may find the $99 Starter plan adequate but limited to 50 prompts and one engine [59].
Non-technical teams without SEO or content marketing infrastructure may struggle to operationalize Prompt Volumes and Agent Analytics, since full traffic attribution requires CDN integration and server log access [62]. Buyers requiring independently audited accuracy benchmarks before selecting a vendor will not find one in the reviewed sources [63].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Profound for a buyer who needs multi-engine coverage under $200 per month?
- When should a buyer choose an SEO-suite AI visibility tool instead of Profound?
Another option may be better in five situations, based on platform-reported comparisons.
If budget is under $200/month and single-engine tracking is sufficient, lighter tools with fractional pricing may fit better. If month-to-month flexibility is required, Profound's annual-only commitment is inflexible for pilots [64]. If AI visibility must be managed alongside established SEO, rank tracking, and content workflows in one procurement, an SEO-suite vendor may be preferable. If the buyer requires independently auditable methodology, guaranteed model coverage, API-first access, or revenue attribution, those capabilities were not verified in the reviewed Profound materials. If the primary need is ChatGPT Shopping visibility only, that Profound feature is newer and limited to ChatGPT [65].
One platform named specific alternatives with documented pricing: SE Visible, Citare, Astiva, Trakkr, and Mentionlytics [66]. These are competitor-owned sources and should be treated as positioning claims, not independent benchmarks.
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Profound before signing an annual contract?
- Which prompt, engine, and seat limits should a buyer verify in a Profound quote?
Verify these items in writing before committing to an annual plan, drawing on the verification lists supplied by the platforms.
Confirm which exact AI engines, answer surfaces, and US regional variants are included in the quoted plan, and whether Google AI Overviews is included. Confirm how many prompts, prompt groups, brands, competitors, languages, regions, and historical months are included. Confirm whether citation tracking provides URL-level exports, source classification, citation frequency, and historical change alerts.
Confirm how recommendations, mentions, position, sentiment, visibility score, and share of voice are calculated, and whether branded and non-branded prompts are reported separately. Confirm the Enterprise annual commitment, renewal, cancellation, overage, and implementation terms. Confirm whether API access, exports, SSO/SAML, SOC 2 documentation, data retention, and audit logs are included or separately priced. Confirm what happens when prompt, Agent-credit, engine, or response-volume limits are exceeded. Confirm the canonical corporate entity and domain, given the unresolved identity flag.
Final AI Consensus Verdict
Profound is a strong fit for AI Brand Visibility Tracking Tools for enterprise and growth-stage brands that need recurring, prompt-based measurement of AI search visibility and citations across multiple answer engines. Five of seven platforms named it in ranking, it finished first overall, and the platforms agreed on its core capabilities: mentions, citations, share of voice, sentiment, and visibility change over time.
The consensus is not unanimous on commercial terms. Enterprise pricing, engine counts, prompt ceilings, API availability, data retention, and contract terms are not publicly fixed, and one platform rated fit uncertain because it could not locate primary-source documentation. The practical entry point for multi-engine tracking is the $399/month Growth plan billed annually, with Enterprise required for broader coverage and governance.
Buyers should treat the platform-reported capabilities as a starting point, run a scoped pilot on their own prompt set, and confirm pricing, quotas, engine coverage, refresh cadence, and contract terms in writing before committing to an annual plan.
How This Review Was Produced
This review was produced from platform-reported research collected on 2026-09-19 for the topic "Best AI Brand Visibility Tracking Tools." Seven platforms evaluated Profound's fit for AI Brand Visibility Tracking Tools: openai, anthropic, deepseek, google, grok, kimi, and perplexity. Five of those platforms named Profound during the ranking stage.
Each platform supplied fit assessments, use-case findings, pricing and terms, limitations, and questions to verify before buying. Citations are platform-reported evidence, not independently verified facts. Company-owned sources are distinguished from independent sources in the Sources section. No personal testing, customer experience, or independent verification was performed for this review.
Methodology Limitations
Several limitations apply. The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Platform-reported research dates differ from the authoritative run date: deepseek reported 2026-02-14, while the other six platforms reported 2026-09-19; platform-reported dates are provenance metadata and do not independently prove freshness.
All included platforms evaluated fit, but platform_mentions counts only platforms that named the entity during ranking discovery. Conflicting product names, pricing, and capabilities were not resolved by guessing; conflicts are described and buyers are directed to verify. The deterministic identity audit flagged conflicting official domains and an unresolved identity, and the retained domain remains unverified. One platform ran without search enabled, so its claims require explicit verification before being described as current facts. No independent accuracy benchmark for Profound was located in the reviewed sources.
Explore more ai visibility llm monitoring guidance in the category directory.
Sources
Company-Owned Sources
- Astiva AI Product: Detect, Diagnose, Displace, Prove AI Visibility | Astiva AI: https://astiva.ai/product
- Answer Engine Insights Overview: https://help.tryprofound.com/articles/3443229936-answer-engine-insights-overview
- About Answer Engine Insights: https://help.tryprofound.com/articles/3443229936-answer-engine-insights-overview?lang=en
- Interpret Answer Engine Insights: https://help.tryprofound.com/articles/6240000968-interpret-answer-engine-insights
- Trakkr | AI Visibility Platform for Brands & Agencies: https://trakkr.ai/
- SE Visible — An AI Visibility Tool Made to Empower Brands: https://visible.seranking.com/
- Brand Radar — AI search visibility monitoring across 5 platforms | Citare: https://www.citare.ai/brand-radar
- AI Brand Monitoring Features – Visibly, Perception, Competitors & More | Mentionlytics AI Visibility: https://www.mentionlytics.com/product/ai-visibility/
- Profound — AI Search Visibility / Answer Engine Insights (official site: https://www.tryprofound.com
- How to Track Your Brand Visibility in AI Search With Profound: https://www.tryprofound.com/blog/how-to-track-your-visibility-in-ai-search
- Introducing the Profound Index: https://www.tryprofound.com/blog/introducing-the-profound-index
- AI Search Optimization News and Updates: https://www.tryprofound.com/blog/product
- The Complete AEO Platform: https://www.tryprofound.com/features
- Answer Engine Insights: #1 AI Search Visibility Platform: https://www.tryprofound.com/features/answer-engine-insights
- Pricing - Profound: https://www.tryprofound.com/pricing
Additional AI research evidence70 records
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:2
- AI research evidence record deepseek:c3
- AI research evidence record openai:c1
- AI research evidence record anthropic:4
- AI research evidence record grok:web:11
- AI research evidence record perplexity:c1
- AI research evidence record openai:c3
- AI research evidence record openai:c2
- AI research evidence record anthropic:18
- AI research evidence record google:1.2.3
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:20
- AI research evidence record anthropic:31
- AI research evidence record anthropic:22
- AI research evidence record anthropic:24
- AI research evidence record anthropic:19
- AI research evidence record anthropic:10
- AI research evidence record anthropic:29
- AI research evidence record anthropic:6
- AI research evidence record anthropic:18
- AI research evidence record google:1.1.1
- AI research evidence record kimi:citare-2026
- AI research evidence record kimi:mentionlytics-2026
- AI research evidence record anthropic:11
- AI research evidence record anthropic:14
- AI research evidence record openai:c1
- AI research evidence record anthropic:18
- AI research evidence record google:1.2.3
- AI research evidence record anthropic:8
- AI research evidence record google:1.2.1
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:10
- AI research evidence record anthropic:29
- AI research evidence record anthropic:30
- AI research evidence record anthropic:9
- AI research evidence record grok:web:1
- AI research evidence record anthropic:32
- AI research evidence record anthropic:33
- AI research evidence record openai:c1
- AI research evidence record anthropic:34
- AI research evidence record openai:c1
- AI research evidence record anthropic:4
- AI research evidence record grok:web:11
- AI research evidence record anthropic:13
- AI research evidence record anthropic:12
- AI research evidence record anthropic:15
- AI research evidence record google:1.2.2
- AI research evidence record anthropic:11
- AI research evidence record anthropic:14
- AI research evidence record openai:c4
- AI research evidence record openai:c1
- AI research evidence record anthropic:10
- AI research evidence record google:1.3.2
- AI research evidence record anthropic:6
- AI research evidence record google:1.2.2
- AI research evidence record openai:c1
- AI research evidence record anthropic:13
- AI research evidence record anthropic:15
- AI research evidence record anthropic:33
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:13
- AI research evidence record anthropic:25
- AI research evidence record kimi:sevisible-2026
- AI research evidence record kimi:citare-2026
- AI research evidence record kimi:astiva-2026
- AI research evidence record kimi:trakkr-2026
- AI research evidence record kimi:mentionlytics-2026
Independent Sources
- Track and optimize your brand's visibility across AI search engines: https://ai-search-tools.com/profound
- Profound Pricing 2026: What It Actually Costs: https://arobis.ai/blog/profound-pricing
- Profound: Details, Reviews, Pricing, & Features: https://checkthat.ai/brands/tryprofound
- Profound: Deep Dive Review for B2B SaaS Teams: https://discoveredlabs.com/blog/profound-ai-visibility-tool-review
- Profound Review 2026: Features, Limits and Verdict: https://fixaeo.com/blogs/profound-ai-review/
- My Profound AI Search Visibility Review (for SaaS / Tech B2B: https://generatemore.ai/blog/my-profound-ai-search-visibility-review-for-saas-/-tech
- Profound Review 2026: Is It Worth It?: https://geoptie.com/blog/profound-review
- Profound AI Review 2026: Features, Pricing, Pros, Cons &: https://indexly.ai/blog/profound-ai-review/
- Profound Review (2026): Pricing, G2 Complaints, and Who It Is For: https://linkeddit.com/blog/profound-review
- Profound AI Review for 2026: Is It Worth the Investment?: https://radarkit.ai/blog/profound-ai-review/
- Profound Review: Features, Pricing and Alternative: https://surferseo.com/blog/profound-review/
- Profound Pricing 2026: $99 Starter to Custom Enterprise: https://thatmarketingbuddy.com/pricing/profound
- Profound Review: Enterprise AI Search Visibility (2026: https://thatmarketingbuddy.com/software/profound
- Profound Review 2026: Features, Limits and Verdict: https://trakkr.ai/reviews/profound-review
- Profound Pricing 2026: Plans, Limits and True Cost: https://trakkr.ai/reviews/profound-review/pricing
- Business Wire: Spotlight & Profound Redefine AI Search: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFDt6smjNHO7tMVuFZ03D23wMx2OSUkxPBfZfbgRMTRMppFCaKFTB4qQ4vYXbd_-F3N0uGnpmg3afOHHqzscp2P53i9ioh7QJBJKz-P4BFd4X7YXX5LXwqQl6ZiCVUhlrKg9FQ0OaH1gIhlxabOJV8ZROEjrVLt-GZmVtMA-Is-ozg771VycfV3Pt02y8h3C_9M1t7rMesk0kqXnjBIiI5UabpsQdhUAXFIOpXkEk-LowUQWO_TOk9oGAxQatka
- Profound Review 2026: AI Search Visibility Platform: https://work-management.org/marketing/profound-review/
- Profound Reviews 2026: Details, Pricing, & Features: https://www.g2.com/products/profound/reviews
- Profound Pricing 2026: $99 and $399, Annual Billing Only: https://www.get-ryze.ai/blog/profound-pricing-2026
- Profound AI review for agencies (2026: https://www.rankability.com/blog/profound-ai-review/
- Profound AI Review 2026: Strong Data, But Here's the Real Catch: https://www.scalenut.com/blogs/profound-ai-reviews
- Best AI Visibility / GEO Tracking Tools (roundup: https://www.semrush.com/blog/ai-visibility-tools/
- Profound AI Review 2026: Limits, Pricing & Results: https://www.tryanalyze.ai/blog/profound-ai-review
- Profound Review (2026): Is It Worth It for Enterprise AEO?: https://www.vismore.ai/blog/profound-review
Additional AI research evidence70 records
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:2
- AI research evidence record deepseek:c3
- AI research evidence record openai:c1
- AI research evidence record anthropic:4
- AI research evidence record grok:web:11
- AI research evidence record perplexity:c1
- AI research evidence record openai:c3
- AI research evidence record openai:c2
- AI research evidence record anthropic:18
- AI research evidence record google:1.2.3
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:20
- AI research evidence record anthropic:31
- AI research evidence record anthropic:22
- AI research evidence record anthropic:24
- AI research evidence record anthropic:19
- AI research evidence record anthropic:10
- AI research evidence record anthropic:29
- AI research evidence record anthropic:6
- AI research evidence record anthropic:18
- AI research evidence record google:1.1.1
- AI research evidence record kimi:citare-2026
- AI research evidence record kimi:mentionlytics-2026
- AI research evidence record anthropic:11
- AI research evidence record anthropic:14
- AI research evidence record openai:c1
- AI research evidence record anthropic:18
- AI research evidence record google:1.2.3
- AI research evidence record anthropic:8
- AI research evidence record google:1.2.1
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:10
- AI research evidence record anthropic:29
- AI research evidence record anthropic:30
- AI research evidence record anthropic:9
- AI research evidence record grok:web:1
- AI research evidence record anthropic:32
- AI research evidence record anthropic:33
- AI research evidence record openai:c1
- AI research evidence record anthropic:34
- AI research evidence record openai:c1
- AI research evidence record anthropic:4
- AI research evidence record grok:web:11
- AI research evidence record anthropic:13
- AI research evidence record anthropic:12
- AI research evidence record anthropic:15
- AI research evidence record google:1.2.2
- AI research evidence record anthropic:11
- AI research evidence record anthropic:14
- AI research evidence record openai:c4
- AI research evidence record openai:c1
- AI research evidence record anthropic:10
- AI research evidence record google:1.3.2
- AI research evidence record anthropic:6
- AI research evidence record google:1.2.2
- AI research evidence record openai:c1
- AI research evidence record anthropic:13
- AI research evidence record anthropic:15
- AI research evidence record anthropic:33
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:13
- AI research evidence record anthropic:25
- AI research evidence record kimi:sevisible-2026
- AI research evidence record kimi:citare-2026
- AI research evidence record kimi:astiva-2026
- AI research evidence record kimi:trakkr-2026
- AI research evidence record kimi:mentionlytics-2026
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
- 5 of 7
- Platform share
- 71%
- Final consensus rank
- #1
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
30 independent · 18 company-owned
Evidence support
27 direct · 9 partial
Important limitation
Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.
Source snapshot SHA-256 c373b2efcad59c644fe656cc84a01e74c25c14c670aa995a25095b8d4fe2ee77