Business judgment on AI products
SiteData is a browser extension that shows how many sites have run Google Ads for a keyword in the last 4 weeks, with clickable details on advertisers, traffic, and DR. AI processes keyword queries to return ad competition signals, helping users gauge if a keyword is backed by real ad spend.
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Start inside the user's day · Public facts + workflow reasoning · 2026-08-29
SEO, affiliate, and media buying professionals need to assess whether a keyword is worth investing in, avoiding blind choices.
Manually checking Google Ads or using other tools, but data is incomplete or queries are slow.
Search volume only reflects interest, not real commercial behavior; lack of ad spend data leads to guesswork.
Trend: ad intelligence shifts from search volume to actual ad spend, using site count to validate commercial intent. Entry: target SEO, affiliate, and media buying professionals, make ad competition signals default, and charge per query or subscription.
Free ad-spend site count with fast queries, seamlessly integrated into search flow, providing extra signal.
An English validation note will follow from the public evidence.
Worth trying. Free ad-spend site count with fast queries, seamlessly integrated into search flow, providing extra signal.
Trend: ad intelligence shifts from search volume to actual ad spend, using site count to validate commercial intent. Entry: target SEO, affiliate, and media buying professionals, make ad competition signals default, and charge per query or subscription.
SiteData is a browser extension that shows how many sites have run Google Ads for a keyword in the last 4 weeks, with clickable details on advertisers, traffic, and DR. AI processes keyword queries to return ad competition signals, helping users gauge if a keyword is backed by real ad spend.
Free ad-spend site count with fast queries, seamlessly integrated into search flow, providing extra signal.
An English validation note will follow from the public evidence.
The assessment is recorded; an English explanation is pending.
The assessment is recorded; an English explanation is pending.
The assessment is recorded; an English explanation is pending.
The assessment is recorded; an English explanation is pending.
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Market comparison
Local supply: Emerging
Demand evidence: Early signal
Public coverage has been recorded for this market. · 2026-08-29
Local supply: Emerging
Demand evidence: Not yet verified
Public coverage has been recorded for this market. · 2026-08-29
There is no full analysis yet. Start with the direction above.
Public information is limited; this view will update as more evidence appears. It was recently added and does not yet have verifiable usage data.
Full analyses of similar products: getopen, gtm-cofounder
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Evidence trail
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Use these searches when the official site is missing or the current link is only a lead.