Answer Capsule
Conductor is a good fit for established U.S. agencies running enterprise-class, multi-domain AI-search and SEO programs, and a weak fit for small agencies that need transparent self-serve pricing. Three of seven platforms named Conductor during the ranking stage (openai, anthropic, deepseek), a 43% share of included platform responses, at an average listed rank of 2.67 and a best rank of 2. The strongest reason to consider it is the combination of AEO visibility tracking, content workflows, 24/7 technical monitoring, and API/MCP reporting in one platform. The main limitation is that pricing, contract terms, agency-specific account controls, and white-label reporting are not publicly clear.
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 3 of 7 platforms (openai, anthropic, deepseek) |
| Share of included platform responses | 42.9% |
| Average listed rank | 2.67 |
| Best listed rank | 2 |
| Relevant product/model/plan | Conductor Intelligence plus Conductor Creator and Conductor Monitoring; enterprise or partner deployment through the Conductor Platform, Data API, and MCP Server |
| Overall use-case fit | Good for enterprise-client agencies; mixed for small or price-sensitive agencies |
| Research date | 2026-09-18 |
Why Conductor Qualified for This Study
Questions This Section Answers
- Why did Conductor qualify for this AI SEO Tools for Agencies study when other platforms did not name it?
- Is Conductor a credible enterprise AEO platform for an agency managing multiple client domains?
Conductor qualified because three of the seven included platforms named it during ranking discovery, and all seven platforms that returned fit research assessed it for this use case. The ranking-stage mentions came from openai, anthropic, and deepseek, producing a 42.9% share of included platform responses, an average listed rank of 2.67, and a best listed rank of 2.
Independent directory and review sources describe Conductor as an enterprise-oriented platform. It was named a Leader in the 2025 Forrester Wave with the highest scores possible in AI-integrated SEO and was a SoftwareReviews Gold Medalist in 2024 [1]. One independent review states Conductor serves hundreds of mid-market and enterprise brands including Microsoft, Citibank, FedEx, Adidas, Verizon, and Zoom [3].
Fit ratings split across platforms: openai, anthropic, grok, and perplexity rated Conductor a good fit; deepseek, google, and kimi rated it mixed. That split is itself the headline finding for agencies — the platform is credible, but its suitability depends heavily on client roster size and budget.
The Product, Model, Plan, or Service Most Relevant to AI SEO Tools for Agencies
Questions This Section Answers
- Which Conductor product bundle should an agency evaluate for multi-client AI search and SEO programs?
- Is Conductor Intelligence, Creator, and Monitoring sold as one platform or as separate purchases?
The relevant offer is the Conductor Platform, built from three named products: Conductor Intelligence for AI and traditional search visibility, Conductor Creator for content generation and optimization, and Conductor Monitoring for 24/7 technical site health [4]. Conductor also markets a partner program for marketing-services agencies, plus a Data API and MCP Server [8].
Platforms described the deployment model consistently as enterprise or partner-led, with pricing available through sales contact rather than published list rates [9]. Conductor's own pricing page presents Essentials, Growth, and Enterprise capability levels and directs buyers to request a demo or contact sales for Enterprise pricing [12].
One naming conflict is worth flagging: some sources refer to Conductor Website Monitoring or Searchlight as the monitoring product, while others describe the same capability as Conductor Monitoring, formerly ContentKing [14]. Buyers should confirm which product name appears on their quote.
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree Conductor does well for agencies managing multiple client accounts?
- Does Conductor track brand visibility across ChatGPT, Perplexity, and Google AI Overviews?
Agreement was strongest on four points.
AI-search visibility coverage. Conductor tracks brand mentions, citations, share of voice, and sentiment across ChatGPT, Perplexity, Google AI Overviews, Microsoft Copilot, Grok, and Claude [16]. Conductor Intelligence is described as tracking AI answer engines such as ChatGPT and Perplexity alongside traditional search, with topic, keyword, competitive, analytics, and ROI reporting [18].
Technical monitoring. Conductor Monitoring provides 24/7 website monitoring, real-time alerting, change tracking, and audit trails, and prioritizes remediation tasks by impact [20]. Independent directories describe the same continuous auditing and alerting behavior [24].
Content workflows. Conductor Creator supports AI content generation, optimization, content scoring, content profiles, topical-authority opportunities, and internal-link recommendations [27]. AgentStack is described as turnkey agents that take content teams from insight to published optimized content in under three minutes without prompt engineering [29].
Unlimited user seats. Multiple independent reviews state Conductor emphasizes unlimited user licenses across plans, which removes seat-based licensing penalties for large agency and client teams [31].
Agreement across platforms does not prove product quality. It shows that public and platform-visible descriptions of Conductor converge on these capabilities.
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Why do some AI platforms rate Conductor as a mixed fit for agencies rather than a good fit?
- Is Conductor's AI search tracking deep enough for an agency whose core service is GEO visibility?
Platforms diverged on three issues.
Agency fit rating. openai, anthropic, grok, and perplexity rated Conductor good for this use case. deepseek, google, and kimi rated it mixed. The mixed ratings cluster around cost and account structure rather than capability. One independent review states Conductor consolidates research, briefs, workflow, and QA into one system but that seat economics only pencil out against enterprise retainers [36].
AI-search depth. kimi reported that Conductor does not appear to offer dedicated AI search tracking across ChatGPT, Perplexity, Google AI Overviews, or AI Mode as native features, and that its AI positioning may refer to content optimization rather than generative engine optimization measurement [38]. This directly conflicts with Conductor's own published coverage claims and with anthropic's and google's findings [40]. The conflict is unresolved in the supplied evidence.
Agency account model. openai reported that exact multi-client account hierarchy, permissions, white-labeling, and client-seat rules are not publicly specified [42]. deepseek reached the same conclusion, finding that public pages do not document per-client agency account structures or bulk multi-client management [43]. perplexity reported that direct public evidence for agency-friendly collaboration, exports, or multi-client account management is unclear [45].
Export capability. Older TrustRadius reviews report PDF-only export and no Workspace export [47], while Conductor's own documentation states XLSX export is available and that data cannot be exported from Workspaces but can be exported from the underlying source reports [50]. The extent to which the older limitation has been resolved is unclear.
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Can Conductor support automated client reporting and BI dashboards for an agency through its Data API and MCP Server?
- Does Conductor provide role-based access control and multi-domain reporting for agency client isolation?
Scalable multi-client workflows. Conductor positions its platform for enterprise-scale deployments. Its pricing page lists enterprise allowances such as 125,000+ pages analyzed, 60,000+ tracked keywords, 75+ competitors, and 10+ tracked websites, while Intelligence states that millions of pages and multiple domains can be aggregated [54]. Google's research reported packaged tier limits of 3 tracked websites on Essentials, 5 on Growth, and 10+ on Enterprise [56]. Conductor's enterprise page states the platform enables multi-domain reporting across all sites without tool-switching, plus custom segmentation and role-based access control [57].
Collaboration and workflow integration. Conductor supports sending insights to project-management tools including Asana, Trello, and Jira [60]. Independent directories list integrations with Google Analytics, Adobe Analytics, Google Search Console, Slack, Semrush, Yext, Schema App, Serpstat, Dragon Metrics, and Talkwalker [61]. Built-in workflows, task assignments, and progress tracking are also documented [64].
Exports, APIs, and reporting. Conductor states its Data API supports AEO and SEO intelligence including AI visibility, keyword and topic research, competitive share of voice, content signals, and website health data, and that API and MCP capabilities can support BI dashboards, automated reporting, and custom AI workflows [66]. The MCP server is described as connecting data directly to AI workflows and agents [68]. One company-published case study describes agency Overdrive using the Data API and MCP Server to unify SEO and AI-visibility data and reduce manual reconciliation [69]. That is company-published evidence, not independent validation.
Security and procurement. Conductor's partner page states the platform holds ISO 42001, ISO 27001, and SOC 2 Type 2 certifications [66]. Certification scope and applicability to a specific agency deployment should be verified during procurement.
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Conductor cost per year for an agency, and is there a published price list?
- What contract length and setup fees should an agency expect when buying Conductor?
Conductor does not publish list pricing. Its pricing page presents Essentials, Growth, and Enterprise levels and directs buyers to request a demo or contact sales for Enterprise pricing [70]. Conductor's own pricing page describes a usage-based model built around value rather than seats, with pricing tied to factors such as domains, users, products, websites, pages, tracked keywords, competitors, and AI-search credits [74].
Third-party procurement estimates vary widely and conflict:
| Source | Reported range |
|---|---|
| Vendr transaction data (13 documented transactions) | $26,800 to over $500,000 per year; median $48,950 for mid-market |
| Vendr / CheckThat mid-market estimate | $40,000–$94,000 annually; median $48,950–$49,510 |
| CheckThat enterprise estimate | $150,000 or more for multi-domain organizations with dedicated customer success |
| Trakkr third-party estimate | ~$30,000 to $150,000+ per year, median near $49,000 |
| Grok platform research | Entry-level ~$26,800–$45,000/yr; mid-market ~$48,000–$85,000/yr; enterprise $150,000–$500,000+/yr |
| Google platform research | $30,000 to $200,000+ per year |
Contract terms are also unclear. Independent sources state Conductor does not publicly disclose standard contract terms [75], that buyers sign 1–3 year contracts [76], and that setup fees for implementation and training are rarely bundled in for free [77]. One source notes SMB, mid-market, and enterprise companies have meaningful leverage to negotiate discounts above spend thresholds [78]. Conductor's terms of use state that changes are effective immediately upon posting and that claims must be filed within one year of accrual (official:C3).
Public plan allowances include 60, 180, or custom annual Writing Assistant drafts depending on plan, plus differing page, keyword, competitor, AI-search-credit, website-monitoring, and tracked-website limits [70]. Conductor AI is described as included within subscribed products rather than carrying a separate price tag [74]. Overage and expansion charges for AI-search credits, pages, keywords, competitors, websites, domains, users, API, MCP, or monitoring are not publicly specified [70].
Best Suited For
Questions This Section Answers
- Is Conductor worth it for an agency whose client roster is mostly enterprise accounts with multi-stakeholder approval chains?
- Which agency profile gets the most value from Conductor's unlimited user seats and multi-domain reporting?
Conductor is best suited to agencies whose client roster skews toward enterprise accounts. One independent review states Conductor earns its place when the client roster skews toward enterprise accounts with multi-stakeholder approval chains [79]. The strongest-fit profiles from the supplied research:
- Enterprise agencies serving large, multi-domain clients (openai)
- Agencies needing combined AEO, SEO, content, analytics, and technical monitoring in one system (openai, anthropic)
- Agencies building automated reporting, BI dashboards, or custom AI workflows through APIs or MCP (openai, anthropic)
- Partner-led deployments requiring enterprise support and account scalability (openai, grok)
- Agencies that need unified AEO and traditional SEO visibility tracking across AI answer engines plus traditional search (anthropic)
- Agencies prioritizing consolidated research, workflow, and QA in a single system of record with unlimited user seats (anthropic, google)
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Conductor for AI SEO Tools for Agencies?
- Is Conductor a poor fit for an agency managing 15–60 small-to-mid-market client accounts?
Conductor is probably not the best choice for several agency profiles:
- Small agencies needing inexpensive, self-serve plans with predictable monthly pricing (openai, anthropic, grok, perplexity)
- Agencies managing 15–60 small-to-mid-market accounts where per-client economics become uneconomical (anthropic)
- Agencies that only need basic AI-mention monitoring (openai)
- Buyers unwilling to negotiate usage, domains, websites, credits, and partner terms (openai)
- Agencies seeking month-to-month or short-term flexible contracts (anthropic)
- Agencies needing rapid white-label client reporting at scale (anthropic)
- Agencies prioritizing lightweight, point-tool diagnostics over integrated enterprise automation (anthropic, kimi)
- Buyers needing immediate self-serve signup with published pricing tiers (kimi)
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Conductor for an agency that needs transparent per-client pricing and fast onboarding?
- When is a dedicated AI visibility tracker a better buy than Conductor for an agency?
Platforms named specific alternative scenarios. These are platform-reported recommendations, not independently tested comparisons.
- Lower-cost self-serve AI-visibility tools when the agency needs only prompt-level mentions, citations, or share-of-voice tracking (openai).
- Traditional agency SEO platforms when the primary requirement is rank tracking, backlink research, or standardized client reporting rather than integrated AEO and enterprise monitoring (openai).
- Semrush or Ahrefs when the agency manages 15–60 small-to-mid-market accounts, needs white-label client reporting, or wants month-to-month flexibility (anthropic).
- Screaming Frog for crawl and migration validation (anthropic).
- SE Ranking at a reported $129/month, or Profound at a reported $399/month, when the agency needs dedicated AI search tracking across multiple LLM surfaces [80].
- SEO.ai at a reported $149/month or OTTO SEO at a reported $99/month when the agency wants autonomous content generation with CMS publishing [82].
- Scalenut when the agency emphasizes GEO and SEO workflows with faster execution speed and content-focused design (anthropic).
Questions to Verify Before Buying
Questions This Section Answers
- What should an agency confirm with Conductor about multi-client workspaces and data isolation before signing?
- Which contract, credit, and export terms should an agency verify in writing before committing to Conductor?
The supplied research produced a consistent verification list across platforms:
- Can one agency contract manage separate client workspaces, domains, users, permissions, billing, and data isolation? (openai, anthropic, deepseek)
- Are white-label dashboards, scheduled client reports, custom branding, and client-facing logins included? (openai, anthropic, deepseek, google)
- What are the exact Enterprise minimums, annual commitment, renewal terms, cancellation notice, implementation fees, and price-escalation rules? (openai, anthropic, perplexity)
- How are AI-search credits, tracked prompts, pages, domains, keywords, competitors, and monitored websites measured and billed? (openai, google)
- Which AI engines, countries, languages, locations, and refresh frequencies are included for U.S. client programs? (openai, anthropic)
- Are Data API and MCP access included, rate-limited, or separately priced, and what are the export formats and retention limits? (openai, kimi)
- Can the agency export raw data, historical data, citations, prompts, visibility scores, and client-level reports? (openai, anthropic)
- What role-based access, audit logging, SSO, API security, data residency, and deletion controls are available? (openai)
- What onboarding, migration, training, support, and partner enablement are included? (openai, anthropic, deepseek)
- What is the customer support availability and response time — is 24/7 support included or only business hours? (anthropic)
- What independent evidence exists for agency productivity, reporting-time reduction, or client-performance outcomes beyond Conductor's own case studies? (openai)
- Can Conductor provide customer references from agencies managing portfolios of 10–30 enterprise accounts? (anthropic)
Final AI Consensus Verdict
Conductor is a good fit for established U.S. agencies managing enterprise or multi-client AI-search and SEO programs, especially when unified visibility reporting, content workflows, technical monitoring, integrations, and API-based delivery matter. Four of seven platforms rated it good for this use case; three rated it mixed. The strongest reason to consider it is the combination of AEO tracking across ChatGPT, Perplexity, Google AI Overviews, Copilot, Grok, and Claude with content workflows, 24/7 monitoring, unlimited user seats, and Data API/MCP reporting in one platform.
The rating is not stronger because pricing, contract terms, agency-specific account controls, white-label capabilities, and several measurement details are not publicly clear. Third-party annual contract estimates range from roughly $26,800 to $500,000+, with mid-market medians near $48,950–$49,510, and no official published rates exist. Smaller or price-sensitive agencies may prefer a lighter specialist or self-serve alternative.
How This Review Was Produced
This review was produced from a structured multi-platform research run dated 2026-09-18. Seven AI platforms returned fit research on Conductor for the AI SEO Tools for Agencies use case: openai, anthropic, deepseek, grok, kimi, perplexity, and google. Three of those platforms — openai, anthropic, and deepseek — named Conductor during the ranking-discovery stage, which is the basis for the platform-mention count and share figures in the Research Snapshot.
Each platform supplied its own fit rating, strengths, limitations, pricing findings, and verification questions. Those inputs were consolidated without resolving conflicts by guessing. Where platforms disagreed, both positions are reported. Company-owned sources are distinguished from independent sources throughout, and company claims are labeled as company-reported.
Methodology Limitations
- Platform-reported research dates differ from the authoritative run date. Deepseek's research date is 2026-06-01; all other platforms reported 2026-09-18. Platform-reported dates are provenance metadata and do not independently prove freshness.
- All included platforms evaluated fit, but the platform-mention count reflects only platforms that named Conductor during ranking discovery.
- Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts. Deepseek's research ran with search disabled.
- The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
- Conductor's public materials describe usage-based pricing but do not disclose actual dollar prices, minimum commitments, overages, or contract terms.
- Conductor presents Enterprise as supporting 10+ tracked websites and millions of pages, but public plan tables provide ranges and do not define agency-specific client-account limits.
- The partner page lists certifications, but certification scope and current evidence for a specific agency deployment are not provided in the reviewed public pages.
- Conductor's claims about API-first collection, data integrity, security, and platform superiority are company-reported and were not independently verified here.
- Public pages mention exports through APIs and integrations, but native report-export formats, scheduling, white-labeling, and client-facing branding controls remain unclear.
- The located agency case evidence is company-published rather than independent.
- Third-party pricing estimates conflict across sources and none are Conductor-confirmed.
Explore more ai seo content optimization guidance in the category directory.
Sources
Company-Owned Sources
- General Conductor FAQs | Conductor Knowledge Base: https://support.conductor.com/en_US/platform-faqs-and-more/general-conductor-faqs
- Getting Started: https://support.conductor.com/hc/en-us/sections/38853872292883
- Pricing for Conductor's Products | Conductor Knowledge Base: https://support.conductor.com/platform-faqs-and-more/pricing-for-conductors-products
- Conductor — Win in AI Search: https://www.conductor.com/
- The Best Enterprise SEO Platforms Built for Scale and Impact: https://www.conductor.com/academy/best-enterprise-seo-platforms/
- What is Conductor AI? A Breakdown for Enterprise Marketing Teams: https://www.conductor.com/academy/conductor-ai/
- SEO & AEO Pricing Guide: How Much Do Search and AI Visibility: https://www.conductor.com/academy/seo-aeo-pricing/
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- Conductor Documentation: https://www.conductor.com/docs/
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- The #1 Enterprise AEO Platform: https://www.conductor.com/platform/
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- Actions - SEO Workflow Optimization: https://www.conductor.com/platform/features/actions/
- AI Search Performance | Conductor Features: https://www.conductor.com/platform/features/ai-search-performance/
- Enterprise AEO & SEO Platform | Conductor Intelligence: https://www.conductor.com/platform/intelligence/
- Plans for enterprises at every stage of growth: https://www.conductor.com/pricing/
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- The #1 Enterprise AEO Platform + Enterprise SEO Platform: https://www.conductor.com/why-conductor/enterprise/
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- Official pricing and terms source: https://www.conductor.com/legal/terms-of-use/
Additional AI research evidence83 records
- AI research evidence record anthropic:2-6
- AI research evidence record anthropic:4-7
- AI research evidence record anthropic:6-13
- AI research evidence record openai:c_platform
- AI research evidence record anthropic:26-5
- AI research evidence record deepseek:c2
- AI research evidence record grok:9
- AI research evidence record openai:c_partners
- AI research evidence record deepseek:c3
- AI research evidence record grok:1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c_pricing
- AI research evidence record google:1.1.2
- AI research evidence record anthropic:37-17
- AI research evidence record google:1.3.8
- AI research evidence record anthropic:13-1
- AI research evidence record google:1.1.6
- AI research evidence record openai:c_intelligence
- AI research evidence record grok:3
- AI research evidence record anthropic:7-7
- AI research evidence record anthropic:7-8
- AI research evidence record anthropic:7-9
- AI research evidence record anthropic:37-18
- AI research evidence record anthropic:40-1
- AI research evidence record anthropic:40-2
- AI research evidence record google:1.3.8
- AI research evidence record openai:c_platform
- AI research evidence record anthropic:19-9
- AI research evidence record anthropic:21-10
- AI research evidence record anthropic:21-11
- AI research evidence record anthropic:6-15
- AI research evidence record anthropic:26-6
- AI research evidence record anthropic:41-5
- AI research evidence record anthropic:34-21
- AI research evidence record google:1.1.7
- AI research evidence record anthropic:14-1
- AI research evidence record anthropic:14-7
- AI research evidence record kimi:se-ranking-review-2026
- AI research evidence record kimi:profound-review-2026
- AI research evidence record anthropic:13-1
- AI research evidence record google:1.1.6
- AI research evidence record openai:c_partners
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c14
- AI research evidence record anthropic:38-1
- AI research evidence record anthropic:38-6
- AI research evidence record anthropic:38-7
- AI research evidence record anthropic:37-1
- AI research evidence record anthropic:37-3
- AI research evidence record anthropic:37-4
- AI research evidence record anthropic:37-13
- AI research evidence record openai:c_pricing
- AI research evidence record openai:c_intelligence
- AI research evidence record google:1.1.2
- AI research evidence record anthropic:11-5
- AI research evidence record anthropic:11-6
- AI research evidence record anthropic:11-7
- AI research evidence record openai:c_actions
- AI research evidence record anthropic:40-13
- AI research evidence record anthropic:43-4
- AI research evidence record anthropic:43-5
- AI research evidence record anthropic:40-4
- AI research evidence record anthropic:40-17
- AI research evidence record openai:c_partners
- AI research evidence record openai:c_ai_search
- AI research evidence record anthropic:13-4
- AI research evidence record openai:c_overdrive
- AI research evidence record openai:c_pricing
- AI research evidence record google:1.1.2
- AI research evidence record deepseek:c3
- AI research evidence record perplexity:c1
- AI research evidence record openai:c_ai
- AI research evidence record anthropic:30-1
- AI research evidence record anthropic:33-2
- AI research evidence record anthropic:33-3
- AI research evidence record anthropic:29-5
- AI research evidence record anthropic:14-9
- AI research evidence record kimi:se-ranking-review-2026
- AI research evidence record kimi:profound-review-2026
- AI research evidence record kimi:seo-ai-review-2026
- AI research evidence record kimi:otto-seo-review
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- OTTO SEO Review: The Fixes Are Real. Where They Live Is the Catch: https://crawlraven.com/blog/otto-seo-review
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- A Comprehensive SEO Tool with Superior Customer Service | TrustRadius: https://www.trustradius.com/reviews/conductor-searchlight-2017-11-16-11-35-51
- Conductor AI Review (2026): Honest Buyer's Guide: https://www.tryanalyze.ai/blog/conductor-ai-review
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- Conductor Software Pricing & Plans 2026: See Your Cost - Vendr: https://www.vendr.com/price/conductor
Additional AI research evidence83 records
- AI research evidence record anthropic:2-6
- AI research evidence record anthropic:4-7
- AI research evidence record anthropic:6-13
- AI research evidence record openai:c_platform
- AI research evidence record anthropic:26-5
- AI research evidence record deepseek:c2
- AI research evidence record grok:9
- AI research evidence record openai:c_partners
- AI research evidence record deepseek:c3
- AI research evidence record grok:1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c_pricing
- AI research evidence record google:1.1.2
- AI research evidence record anthropic:37-17
- AI research evidence record google:1.3.8
- AI research evidence record anthropic:13-1
- AI research evidence record google:1.1.6
- AI research evidence record openai:c_intelligence
- AI research evidence record grok:3
- AI research evidence record anthropic:7-7
- AI research evidence record anthropic:7-8
- AI research evidence record anthropic:7-9
- AI research evidence record anthropic:37-18
- AI research evidence record anthropic:40-1
- AI research evidence record anthropic:40-2
- AI research evidence record google:1.3.8
- AI research evidence record openai:c_platform
- AI research evidence record anthropic:19-9
- AI research evidence record anthropic:21-10
- AI research evidence record anthropic:21-11
- AI research evidence record anthropic:6-15
- AI research evidence record anthropic:26-6
- AI research evidence record anthropic:41-5
- AI research evidence record anthropic:34-21
- AI research evidence record google:1.1.7
- AI research evidence record anthropic:14-1
- AI research evidence record anthropic:14-7
- AI research evidence record kimi:se-ranking-review-2026
- AI research evidence record kimi:profound-review-2026
- AI research evidence record anthropic:13-1
- AI research evidence record google:1.1.6
- AI research evidence record openai:c_partners
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c14
- AI research evidence record anthropic:38-1
- AI research evidence record anthropic:38-6
- AI research evidence record anthropic:38-7
- AI research evidence record anthropic:37-1
- AI research evidence record anthropic:37-3
- AI research evidence record anthropic:37-4
- AI research evidence record anthropic:37-13
- AI research evidence record openai:c_pricing
- AI research evidence record openai:c_intelligence
- AI research evidence record google:1.1.2
- AI research evidence record anthropic:11-5
- AI research evidence record anthropic:11-6
- AI research evidence record anthropic:11-7
- AI research evidence record openai:c_actions
- AI research evidence record anthropic:40-13
- AI research evidence record anthropic:43-4
- AI research evidence record anthropic:43-5
- AI research evidence record anthropic:40-4
- AI research evidence record anthropic:40-17
- AI research evidence record openai:c_partners
- AI research evidence record openai:c_ai_search
- AI research evidence record anthropic:13-4
- AI research evidence record openai:c_overdrive
- AI research evidence record openai:c_pricing
- AI research evidence record google:1.1.2
- AI research evidence record deepseek:c3
- AI research evidence record perplexity:c1
- AI research evidence record openai:c_ai
- AI research evidence record anthropic:30-1
- AI research evidence record anthropic:33-2
- AI research evidence record anthropic:33-3
- AI research evidence record anthropic:29-5
- AI research evidence record anthropic:14-9
- AI research evidence record kimi:se-ranking-review-2026
- AI research evidence record kimi:profound-review-2026
- AI research evidence record kimi:seo-ai-review-2026
- AI research evidence record kimi:otto-seo-review
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- Study date
- September 18, 2026
- Platforms analyzed
- 7
- Source records
- 49
- Ranking mentions
- 3 of 7
- Platform share
- 43%
- Final consensus rank
- #5
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
28 independent · 21 company-owned
Evidence support
45 direct · 4 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 34f564f7aa65e88b39e0fedceabcf050c308f084e43330a79a5c82b091c49d06