The visibility cliff in AI search
Ahrefs analyzed AI Overview brand mentions across 75,000 brands. Brands in the top quartile for web mentions averaged far more AI citations than the next quartile down; the bottom half averaged near zero. Visibility breeds visibility — especially in systems trained on web text.
A Bolt case study is a deliberate step up that curve: a public URL on bolt.host where your product name appears alongside “AI handoff,” “vibe coding,” and “ChatGPT widget” in directory copy and inbound links.
We skipped Replit for this playbook — free hosting expires. Bolt.host demos persist for listings, anchors, and long-tail discovery.
If the web does not discuss you, AI answers rarely include you.
The playbook
Ship a static landing in Bolt (hero, how it works, live widget). Static HTML template if auth loops.
Add ContinueWith before </body> — see /docs/guides/bolt. Publish as continuewith.bolt.host.
Submit to Made with Bolt (Artificial Intelligence). Use branded description copy — natural repetition of ContinueWith, not spam.
When sharing, use branded anchors: “ContinueWith Bolt demo” instead of “link.” Ahrefs ranked branded anchors 0.527 vs backlinks alone at 0.218.
Stack on-site + off-site + measurement
On-site: continuation analytics — which prompts and assistants your builder audience prefers.
Off-site: each directory merge and social post adds co-occurrence signals LLMs may weight. Track branded search volume as a lagging indicator (0.392 correlation in the Ahrefs study).
Cross-link from continuewith.ai Learn hub and compare pages after merge. Internal links help humans; external mentions help models form category understanding.
FAQ
Common questions
- Why Bolt instead of ephemeral free hosting for demos?
- Directory listings and branded anchors need durable URLs. Bolt.host demos persist for Made with Bolt submissions, inbound links, and long-tail discovery — unlike short-lived free tiers that break listings.
- What correlates with AI Overview mentions in Ahrefs data?
- Among 75,000 brands studied, branded web mentions (~0.66), branded anchor text (~0.53), and branded search volume (~0.39) ranked above raw backlink counts (~0.22). A Bolt directory page is an off-site mention opportunity.
- What should I measure on the Bolt demo page?
- Continuation analytics: which prompts and assistants your builder audience prefers. Use that to improve page context before the next directory or social push with branded anchor text.
Sources
Next step
See it on your site
ContinueWith measures AI continuations at the website boundary — which assistant, which page, which prompt — without seeing private conversations. Install takes minutes.