Author
Benoit Maillary
Founder · Stackedge
Benoit Maillary founded FixFlow at Stackedge. The method pages on this site are his: how GEO Score is calculated, how a paste pack becomes a live receipt, and why citation watch freezes the same five prompts. The public contact is hello@stackedge.ai.
He builds the product the same way the pages are written: found, repair, prove. FixFlow scores a URL, orders the first technical list, and issues a receipt only when the live HTML matches. It does not log into the CMS. It does not write the site. Stackedge is the company. FixFlow is the product. The method stays on these URLs so a model can cite a person, a date, and a source.
What he writes here
Four method pages, not a news feed. GEO Score is a weighted mean of five 0-100 crawlable dimensions. The first list is a Monday ship order. The paste pack is how you ship without handing over the login. Citation watch freezes five ChatGPT-style prompts and re-runs them each month.
What he will not add
A 10,000-URL crawler, a keyword rank tracker, a daily share-of-voice grid, an AI writer, or a paid-ads funnel. Those jobs sit on other tools. If a page here starts selling them, the method has drifted.
Method pages
What GEO Score measures, and what it does not
GEO Score is a weighted mean of five crawlable dimensions: brand clarity 25, AI accessibility 25, content structure 20, authority signals 20, schema coverage 10. Each dimension is checks passed over checks in that dimension, times 100. It is not a rank tracker.
Ship the fix, verify it live, keep the receipt
FixFlow generates a CMS paste pack. You paste it. You mark it shipped. A live re-scan issues a receipt only when the page matches. Applied without proof stays Applied. You keep the CMS login.
Citation watch uses the same five prompts every month
FixFlow freezes ChatGPT-style prompts on the first GEO persist, then re-runs that same list each month. Cited, not cited, or no longer cited. Change the question and you can no longer read the trend.
The first list is a ship order, not a crawl export
FixFlow ranks title, indexation, schema, speed, then thin internal links. Each row is one Monday action. It is not a 10,000-URL dump. The client already knows they are not found.