# The AI Discovery Agent

> Explore Prompeteer’s AI Discovery preview: website readiness, available AI visibility evidence and AEM action plans. Learn what the assessment covers.

Canonical: https://prompeteer.ai/ai-visibility

Beacon’s website overview is public. Its workspaces, reports, samples and paid operations are currently available only to administrators. Free Prompeteer and Prompeteer Pro do not grant Beacon workspace access.

## Historical excerpt evidence

Prompeteer.ai snapshot dated 2026-09-05T02:56:53.072Z, using rubric 1.2.1. Separate from the illustrative report. Explore the [public measurement guide](https://prompeteer.ai/guides/ai-visibility-measurement#replay-measurement-actions) for a reproducible calculation example.

| Pillar | Score / 100 | Original weight |
| --- | --- | --- |
| Retrievability | 100 | 30% |
| Parseability | 40 | 25% |
| Answerability | 22 | 20% |
| Entity and trust | 83 | 15% |
| Agent readiness | 100 | 10% |

Weighted sum: 66.85, rounded to 67 / 100. Of 46 retained checks, 31 pass, 2 have critical failures, 3 have important failures and 4 are unverified. Comparison set: 5 other domains.

Original page captures are not retained with this snapshot. The calculation checks saved scores and counts, not the underlying crawl or today’s website. It does not measure how often AI answers mention or cite the site.

[Discuss availability](mailto:info@prompeteer.com?subject=AI%20Discovery%20availability)

## What is answer engine optimization?

Answer engine optimization (AEO) helps AI search systems find, understand and cite information about your business. Answer engine marketing (AEM) turns those findings into content and distribution priorities. Prompeteer brings website readiness, sampled AI visibility and a practical action plan into one workflow, with agentic commerce checks where relevant.

## What the website audit covers

- **Crawler access**: Whether AI crawlers can reach your website and receive its content.
- **Content readability**: Whether the page delivers readable content without relying on browser interaction.
- **Answer clarity**: Whether readers can find clear, useful answers to relevant questions.
- **Business identity**: Whether the website clearly identifies the company, its authors and its published information.
- **Agent readiness**: Whether relevant discovery endpoints and product information are available to automated systems.

Review website findings alongside available AI answer samples. Every report displays measurement dates and identifies evidence that still needs verification. Create an AEM action plan to turn the findings into prioritised work.

## Questions

### What does the preview assess?

Administrator-only Beacon workspaces combine website readiness, priority findings, competitor context and available AI answer measurements. Each report identifies its measurement dates and any evidence still missing.

### Who can access AI Discovery?

Beacon’s website overview is public. Its workspaces, reports, samples and paid operations are currently available only to administrators. Free Prompeteer and Prompeteer Pro do not grant Beacon workspace access. Contact info@prompeteer.com to discuss availability.

### How long does the report take?

The website audit usually takes 10–20 seconds. A slow run can take up to 90 seconds, with progress shown on the page. AI answer samples are collected separately and display their own status and measurement date.

### What is the difference between the AEO report and the AEM action plan?

The AEO report shows the website findings and available visibility measurements. The AEM action plan turns them into prioritised work, suggested owners and verification steps. Review the plan before publishing changes, then audit the updated website.

### Does a higher score guarantee more AI traffic or sales?

No. The readiness score reflects the audited website. Mentions and citations depend on the engine, question, market and date. Use answer measurements and your own traffic or conversion data to assess business outcomes.

### Are my reports public?

Full reports are currently available only to administrators in authorized Beacon workspaces with the appropriate report permissions. The public page shows a dated excerpt from an audit of Prompeteer’s own website, without access to the full report.

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## How AI shapes discovery and buying decisions

- **42% Search for information**: of U.S. adults say they have used AI chatbots to search for information. Pew Research Center · 5,119 U.S. adults · 17–23 February 2026 · published 17 June 2026. https://www.pewresearch.org/internet/2026/06/17/americans-and-ai-2026-chatbots-smart-devices-and-views-on-impact/
- **42% Shop with AI assistance**: of surveyed U.S. consumers have used AI assistants for online shopping. Adobe Digital Insights · more than 5,000 U.S. respondents · July 2026 · published 19 August 2026. https://business.adobe.com/assets/pdfs/resources/sdk/ai-traffic-trends-report-august-2026/ai-traffic-trends-report-2026-08-19.pdf
- **60% Inform business purchases**: of B2B buyers say they consulted generative AI tools or chatbots for a recent purchase decision. Gartner · published 10 June 2026 · public summary does not disclose sample, geography or fieldwork dates. https://www.gartner.com/en/newsroom/press-releases/2026-06-10-gartner-marketing-symposium-xpo-day-3-highlights
- **+60% Higher retail conversion**: AI-referred visits to U.S. retail sites converted at a 60% higher rate than non-AI traffic in July 2026. Adobe Digital Insights · U.S. retail · July 2026 · published 19 August 2026 · relative difference. https://business.adobe.com/assets/pdfs/resources/sdk/ai-traffic-trends-report-august-2026/ai-traffic-trends-report-2026-08-19.pdf

These studies cover different audiences and periods. They are not stages of a single measured funnel. The conversion benchmark is an observed relative difference, not a causal claim or a percentage-point increase.

Retail conversion index (July 2026): Non-AI channels 100; AI referrals 160. Relative channel comparison, indexed to 100. This measures visits that clicked through to a retailer, not all AI-assisted buying decisions.

**2030 forecast: $3–5 trillion.** Global retail goods commerce that AI agents could mediate by 2030. McKinsey’s scenario for global consumer retail goods commerce, first published in October 2025 and reiterated in 2026. It excludes services and B2B commerce. This is a forecast, not current sales or a Prompeteer revenue claim. https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-agentic-commerce-opportunity-how-ai-agents-are-ushering-in-a-new-era-for-consumers-and-merchants

Research and comparison are ahead of autonomous buying. In Gartner’s January 2026 U.S. survey, willingness to let AI make purchase decisions reached at most 11% across lower-stakes categories. This measures stated willingness, not actual purchases. Gartner · 322 U.S. consumers · January 2026 · published 27 May 2026. https://www.gartner.com/en/newsroom/press-releases/2026-05-27-gartner-survey-finds-consumers-want-ai-shopping-help-but-not-ai-purchase-decisions

Sources checked 7 Sep 2026. Market context is separate from each business’s report measurements.

## AI adoption across platforms

U.S. adults who say they have ever used each assistant. 17–23 February 2026; 5,119 U.S. adults. Published 17 Jun 2026.

- ChatGPT: 44%
- Gemini: 24%
- Copilot: 17%
- Meta AI: 14%
- Grok: 8%
- Claude: 6%

People may use multiple assistants. https://www.pewresearch.org/internet/2026/06/17/americans-and-ai-2026-chatbots-smart-devices-and-views-on-impact/

Provider-reported milestones (different definitions and periods; not a comparable ranking):

- ChatGPT: 1B+ weekly active users. 31 August 2026. https://openai.com/index/expanding-access-to-ai-with-chatgpt-ads/
- Gemini app: 1B+ monthly users. 11 August 2026. https://blog.google/innovation-and-ai/products/gemini-app/one-billion-monthly-users/
- Grok AI features: ~117M monthly active users of Grok AI features across Grok and X. 31 March 2026 · filed 5 June 2026. https://content.spacex.com/cms-assets/FINAL_Documents%20and%20Updates/SpaceX%20-%20EU%20Prospectus%20%28Approved%20by%20Bafin%29%20-%20June%205%2C%202026.pdf
- Meta AI: +60% growth in daily users interacting with Meta AI since its rebuild and Muse Spark integration. Reported 29 July 2026. https://s21.q4cdn.com/399680738/files/doc_financials/2026/q2/META-Q2-2026-Earnings-Call-Transcript.pdf
- Claude Code: 2× weekly active users since 1 January 2026. Reported 12 February 2026. https://www.anthropic.com/news/anthropic-raises-30-billion-series-g-funding-380-billion-post-money-valuation

## ChatGPT growth milestones

Every figure below names the period it covers and the source that published it. Verified 7 Sep 2026.

OpenAI-reported milestones, November 2023–August 2026. Bars marked + show reported lower bounds. Each date links to its own source; spacing does not represent elapsed time.

- 100M+ weekly users · November 2023. [OpenAI source](https://cdn.openai.com/pdf/a253471f-8260-40c6-a2cc-aa93fe9f142e/economic-research-chatgpt-usage-paper.pdf)
- 200M weekly users · 8 October 2024. [OpenAI source](https://openai.com/index/hearst/)
- 400M+ weekly users · 26 March 2025. [OpenAI source](https://openai.com/index/security-on-the-path-to-agi/)
- 800M+ weekly users · 13 October 2025. [OpenAI source](https://openai.com/index/openai-and-broadcom-announce-strategic-collaboration/)
- 900M+ weekly users · 27 February 2026. [OpenAI source](https://openai.com/index/update-on-mental-health-related-work/)
- 1B+ weekly users · 31 August 2026. [OpenAI source](https://openai.com/index/expanding-access-to-ai-with-chatgpt-ads/)

The November 2023 milestone counted logged-in users. Later counts include logged-out use, which OpenAI identifies with browser cookies; people with multiple accounts or devices may be counted more than once. These are reported milestones with changing scope, not a consistent count of unique people. [OpenAI’s counting definitions](https://cdn.openai.com/pdf/a253471f-8260-40c6-a2cc-aa93fe9f142e/economic-research-chatgpt-usage-paper.pdf). These figures measure platform use, not the number of shoppers or searches.

Explore: [AI visibility approach](https://prompeteer.ai/ai-discovery-agent) · [Action-plan guide](https://prompeteer.ai/ai-discovery-action-plan) · [Measurement guide](https://prompeteer.ai/guides/ai-visibility-measurement).

Prompeteer · AI agent discovery, conversions and agentic commerce. Explore the preview: https://prompeteer.ai/ai-visibility
