EdgeShaping Lite
GA4 can't see AI crawlers. This WordPress plugin can.
Votes
4
Comments
3
What this means
50%Vote pace is below typical for this category.
Running at 50% of comparable launches.
-50%Category cooling: WordPress.
Launches down 50% week-over-week.
22Founder Conviction Index: 22 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
11%
today
Projected end-of-day votes
4range 3–5
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
0.5×
267 comparable launches
About
GA4 relies on JavaScript, so it mostly can't see AI crawlers like GPTBot, ClaudeBot, and Perplexity visiting your site. EdgeShaping Lite logs AI bot visits at the PHP layer instead — no JS dependency — so you can see which bots read which pages, and when. - Dictionary-based AI bot detection - Dashboard with bot frequency ranking + most-visited pages - Full access log, CSV export - AHQG Matrix: cross AI visits with human search clicks (GSC) to spot pages AI loves that humans haven't found yet
Vote & comment velocity
Not enough snapshots yet. Run the snapshot worker every 15 min to build the time-series.
Scores
Velocity20.8
Vote pace vs avg
Momentum20.8
Sustained over 6h
Virality43.5
Spread × engagement
Engagement100.0
Comments per vote