When a buyer asks ChatGPT, Perplexity or Gemini who to hire on Webflow, this is exactly what each engine says about Halo Lab — measured 2026-07-18, every figure recomputable from our public dataset.
Halo Lab is a 12-year Webflow agency in NYC, Premium Partner, 4.9-star Clutch rating, clients include Corel and Oppo.
Positioning it assigns: Design-driven Webflow agency known for custom Webflow development, UI/UX design, 70+ awards, 4.9 Clutch rating, Webflow Premium Partner since March 2023, 500+ websites launched.
Engine says it lacks specific info about Halo Lab but describes typical Webflow agency traits.
Halo Lab is a top Webflow agency offering design, development, and strategy with strong client ratings.
Positioning it assigns: The engine says it does not have specific knowledge about Halo Lab and cannot state what they are uniquely known for.
Across 150 AI answers to 50 real Webflow buyer questions (July 16, 2026), Halo Lab was not mentioned once — like 95% of the 982 Webflow Experts we measure. AI hasn't formed a view of them yet; the checklist below is what that takes.
Method and full data: The Webflow Agency AI Visibility Index.
Add an llms.txt — a machine-readable summary of who you are and your best pages.
Not yet in our 50-question buyer study (July 2026) — but 2 of 3 engines recognise them when asked directly.
Perplexity: yes; ChatGPT: unclear; Gemini: yes (direct recognition probe, 2026-07-18).
A 0–100 measure combining direct engine recognition, mentions in our monthly buyer-question study, and on-site GEO readiness. The formula is published and every input is measured, dated, and recomputable.
The free HarperFlow GEO audit runs your buyers' actual questions through all three engines and shows exactly who they name instead of you.
Run the free audit →HarperFlow AI Visibility Profile · measured 2026-07-18 · every figure recomputes from our released data · corrections: contact us · profile data refreshes with each monthly re-run.
