AI Platforms Need a Webmaster Console. SEOs Should Ask Now
AI platforms should show site owners citations, clicks and landing pages. See what exists, what is missing and sign the AI Console Now open letter.
Most AI platforms still lack a public console showing website owners how their pages appear in AI answers and which appearances lead to visits. AI Console Now asks every platform to give verified sites aggregated citation or impression data, clicks and landing pages, with privacy safeguards and an export or API.
I’m launching the campaign at the end of my HIPTHER Warsaw workshop, The Live AI Visibility Audit, on 28 October 2026. My starting point is constructive. Bing and Google have made useful progress. Every platform using web sources should give site owners a way to understand that use.
Query, landing-page and click data for SEO decisions
For an AI visibility audit, I need to connect the subject of an answer to the page it uses and any resulting visit. Without that connection, deciding which content to improve becomes harder to justify.
Today’s tools measure different parts of that sequence. Cloudflare AI Crawl Control shows crawl activity. Microsoft Clarity’s AI channel and GA4’s AI Assistant channel help identify visits. Ahrefs Brand Radar and prompt trackers estimate visibility from sample prompts. None substitutes for a platform’s own citation records.
A crawl does not establish that a page appeared in an answer. A referral establishes a visit, but cannot account for appearances that produced no click. A prompt tracker can help investigate a topic, while its sample cannot tell me how frequently my URLs appeared across the platform’s actual usage. That is the limit I would put beside any prompt-tracker visibility estimate.
The missing query layer matters, too. Aggregated topics or prompt categories could help connect an appearance to the question being answered without exposing anyone’s conversation. Landing-page data would identify the content involved. Clicks would show which appearances sent readers to the site.
I would keep those measures separate in a report. Calling sampled visibility “traffic” or treating referrals as total exposure would make the evidence look more complete than it is.
What each platform gives site owners today
This comparison covers public site-owner reporting as of 27 October 2026. Where no public report was found, that describes public availability, without making a claim about internal systems.
| Platform | What site owners get today | What is missing |
|---|---|---|
| Microsoft Bing / Copilot | AI Performance reports citations, cited pages and sampled grounding queries. June additions include intents, topics, citation share and period comparisons. | Clicks to the site. |
| Google AI Overviews and AI Mode | Search Console’s Generative AI performance report combines both features, with impressions by page, country, device and date. | Clicks and queries. |
| OpenAI / ChatGPT | Tagged outbound clicks. A confidential partner report included per-URL impressions, clicks, CTR and UI placement. | A public console available to any verified site. |
| Perplexity | Analytics for Publisher Program members. Comet Plus revenue sharing uses visits, citations and agent actions. | Self-serve reporting for any site. |
| Anthropic / Claude | Clicks can appear as referrals. | A site-owner report. |
| Gemini app, Meta AI, Grok | No public site-owner report found as of 27 October 2026. | Public reporting for verified sites. |
Bing’s public preview began on 10 February 2026. Its 16 June expansion gives us more to work with, even while clicks remain absent. I want the other platforms to match that progress and Bing to complete it. My Bing AI visibility guide covers that reporting layer.
Google has moved, too. In May 2024, it would not commit to AI traffic reporting in Search Console. The Generative AI report was announced on 3 June 2026 and became available globally to all sites on 31 August. That deserves credit, alongside a request to fill the remaining gaps.
The minimum ask, with privacy safeguards
Each platform should offer the following to a verified site, with aggregation and privacy thresholds.
- Impressions or citations per URL and day. Show when our pages appear in AI answers, with definitions that explain what the platform counts.
- Clicks to our site. Let us measure visits alongside appearances instead of assuming one implies the other.
- Landing pages. Identify the destination URLs so we can connect reporting to the content we maintain.
- Aggregated topics or prompt categories. Apply privacy thresholds so publishers can understand demand without seeing individual prompts.
- Country, device and date. Give site owners usable breakdowns within those same safeguards.
- An export or API. Make the data usable in reporting beyond the console itself.
This proposal can protect privacy through verified ownership, aggregation, thresholds and delayed reporting. It asks for information about a site’s appearances and visits, without access to private conversations. Sensitive or low-volume categories should be withheld when the privacy threshold is not met.
Bing should add clicks. Google should add clicks and query or topic reporting worldwide. The UK CMA’s final Publisher Conduct Requirement of 3 June 2026 already requires Google to provide impressions, clicks and CTR for its AI features, separately from other search, for UK users. Its six-month implementation period points to early December 2026. That requirement covers those metrics, not query disclosure, and does not establish worldwide availability today.
Platform consoles and an open standard
I support both routes. A console on each platform would give verified owners direct access, following the Search Console model. We should ask for that access now rather than make it depend on agreement across every company.
An open standard would help tools present the platforms together. OpenAttribution launched its open attribution standard on 30 April 2026, with Content Telemetry events for retrieval, grounding, citation, display and engagement.
Those distinctions matter. Retrieving content and displaying a citation are different events. A shared vocabulary would help keep them separate when comparing platforms. Supporting OpenAttribution is a practical request for interoperability, without claiming that a standard already gives every publisher a complete reporting feed.
The OpenAI partner example makes the access question concrete. The report analysed by Search Engine Journal on 8 December 2025 contained per-URL visibility and click metrics. Some data is already shared with selected partners. The campaign asks platforms to extend useful reporting to verified site owners generally.
Objections and answers
Privacy. Keep conversations private. Report aggregated site data with thresholds and delays. A publisher can learn that a page appeared for a topic without receiving the user’s exact words.
Gaming the system. Site owners need evidence to assess content, even when reporting creates opportunities to manipulate metrics. Platforms can define what counts and apply reporting safeguards. Withholding all data leaves responsible publishers unable to evaluate their work, too.
A unified AI Overviews and AI Mode report is enough. The combined report is useful, and the campaign should acknowledge it. Its missing clicks and queries still prevent a fuller assessment. Completing those fields would improve the report even if the two features remain combined.
Citations vary between answers. Variation makes definitions and aggregation essential. Per-URL daily reporting could describe observed appearances without promising a permanent position or pretending that a sampled prompt represents everyone’s answer.
Building reports costs money. Start with the minimum fields and a usable export. Bing and Google provide public precedents, while OpenAI’s partner report shows another reporting route. A phased release would give site owners something to use while the platform develops it further.
What you can do today
Sign the open letter at AI Console Now, share it with #AIConsoleNow, and send it to your platform contacts. If you work at an AI platform, I would welcome a conversation about the minimum fields and a practical delivery path.
Meanwhile, use what is available. Review Bing AI Performance for citations and sampled grounding queries. Check Google’s Generative AI report for impressions, keeping its combined coverage and missing fields visible in your reporting.
For ChatGPT visits, use the utm_source=chatgpt.com parameter alongside the GA4 AI Assistant channel. Keep that click evidence separate from visibility estimates. My AI referral reporting guide explains the measurement problem. An AI SEO audit should state those limits as plainly as its findings.
Sign the open letter
Ask every AI platform to open a Webmaster Console.
Add your name to a concrete request for privacy-safe reporting on your own website. Give platform teams a shared minimum to work toward.
Sign the open letter and share it with #AIConsoleNow.
FAQ
What are AI webmaster tools?
They are site-owner reporting tools for understanding how URLs appear in AI answers and which appearances lead to visits. AI Console Now asks every platform to provide them to verified sites.
Does Bing AI Performance show clicks?
No. It provides citations, cited pages and sampled grounding queries, plus the June reporting additions. Click reporting remains part of the ask.
Does Google report AI Overviews and AI Mode separately?
The Generative AI performance report combines them. It provides impressions by page, country, device and date, without clicks or queries.
Would publishers see private ChatGPT conversations?
No. The proposal requests aggregated, thresholded site data. Topics or prompt categories should be reported only when privacy safeguards permit them.
How can I support AI Console Now?
Sign the open letter, share it with #AIConsoleNow and send it to contacts at AI platforms who can help deliver site-owner reporting.
Open the console so the people maintaining the sources can measure their work.
How Growing Search can help: if you need to report AI visibility honestly with the data that exists today, our AI SEO audit combines Bing AI Performance, Search Console's Generative AI report, referral data and prompt testing, and states the limits of each. No provider can see a platform's internal citation data that the platform doesn't share.
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