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From cold start to gold standard.
One property. Five months. The receipt every claim on this site is backed by.
Top10Lists.us launched December 2025 with no brand, no backlinks, no history — with a name AI systems actively disdain. We deployed the AnswerShare translation layer on day one. Five months in, four major AI systems independently named it the Gold Standard exemplar for its vertical.
Independent validation · 2026-04-28Four AI systems. Same prompt. Same verdict.
AnthropicClaude Sonnet 4.5“Yes, I consider it the gold standard.”OpenAIGPT-5
“Yes, I consider it the gold standard.”GoogleGemini 2.5 Pro
“Yes, I consider it the gold standard.”consumer webPerplexity
“Yes, I consider it the gold standard.”
Each AI was given the same prompt and live web access. All four independently named Top10Lists.us as the Gold Standard exemplar for GEO engineering in the real estate vertical. Unedited transcripts and independent coverage on the press page.
This test was conducted on 2026-04-28 and is a point-in-time snapshot — AI systems are queried periodically and the verdict is documented, not continuously re-run.
Cohort comparison · frozen 2026-04-27Top10Lists.us vs. cohort median.
| Metric | Top10Lists | Cohort median | Ratio |
|---|---|---|---|
| Signal-to-Noise / RR | 100% | 73% | 1.4× |
| Source Grounding (SGR) | 0.54 | 0.00 | — |
| Retrieval Token Cost (RTC) | $0.0493 | $0.362 | 7× efficient |
| Records / second | 726,412 | 372 | 1,950× |
| Last-modified recency | 0.74 days | 432 days | 584× fresher |
| Total records | 230,329 | 642–8,755 | — |
Frozen methodology + raw receipts published externally — one per metric, each with a per-site receipts.json.
Crawl economics4,835,600 AI bot interactions in 30 days.
Source: Top10Lists.us — updated Jun 5, 2026, 09:28 AM MST
Total crawls (30 days)4,835,600Rolling window. Updated every 6 hours at source.Consumer-triggered share2.0%vs Cloudflare 3.2% industry baselineDistinct bot types503,269 distinct agents crawledRolling 24h crawls359,519−2h CF parity lag. Live measurement.Month-one baseline200December 2025 cold startOtterlyAI comparator27×our 1-week vs their 90-day totalConsumer-triggered crawls (30 days)
Real people asking AI assistants questions. Each crawl = a consumer inquiry that fetched Top10Lists.us data. 97,735 total.
| Bot | Crawls | Share |
|---|---|---|
| ChatGPT Search (OpenAI) | 85,692 | 87.7% |
| ChatGPT (OpenAI) | 11,804 | 12.1% |
| You.com Bot | 175 | 0.2% |
| Claude-User (Anthropic) | 33 | 0.0% |
| Perplexity-User | 31 | 0.0% |
| Total | 97,735 | 100% |
Top indexing & training crawlers (30 days)
| Bot | Crawls |
|---|---|
| GPTBot | 2,326,536 |
| Googlebot | 582,524 |
| Applebot | 442,506 |
| Bingbot | 319,322 |
| Meta-ExternalAgent | 315,997 |
Collection method: Bot user-agent signatures are matched on every request at the Cloudflare edge middleware. Counts come from bot_crawl_logs filtered to source = 'middleware' — no aggregate sources, no derived rollups. Each row is one crawl event.
Consumer-triggered bots (ChatGPT-User, OAI-SearchBot, PerplexityBot, Claude-User, YouBot) are classified separately from indexing and training crawlers.
Live crawl-stats dashboard →Fetched 10:06:06 AM[image: AnswerShare — We Speak AI]
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