Skeleton + animated placeholder
Candidate skeleton while OpenAI call runs; first result 1.2s, all results 3.5s.
AI Utility / Generative Tool · Case Study
An OpenAI-API-powered name generator for brands, products, and game concepts — fast discovery via micro-animations + share-sheet integration + AEO/SGE-aligned snippet structure.

Results
The Brief
The name-generator market is saturated; most competitors do basic word mixing. In the AI era, "creative + applicable" names need an extra layer: domain availability + entity disambiguation + tone.
The Approach
I applied the AEO ("how to come up with a game name" FAQ) + Schema (SoftwareApplication + AggregateRating) + GEO (semantic chunking, citation-ready format) pillars.
See the full process → 47-Point AI-Ready SEO Audit methodology.
Tech Stack
The Build
While the OpenAI API call is running, instead of leaving the user on a blank screen, we render a 12-candidate skeleton with animated placeholders. First name appears at 1.2s; all 20 land at 3.5s — drop-off rate is low.
Next to every generated name: a domain availability badge (Whois API) + Twitter/Instagram handle availability. This eliminated the "creative but unusable" problem.
Share-sheet integration: when a user likes a name, one tap shares to X/Threads/LinkedIn + a customized Open Graph card. That created a user-generated traffic loop.
Steps Applied
Candidate skeleton while OpenAI call runs; first result 1.2s, all results 3.5s.
Whois API + social handle check per name; eliminates "creative but unusable" friction.
One-tap X/Threads/LinkedIn share + custom Open Graph card; user-generated traffic loop.
Honest Reflection
On v1 we didn't block new form submissions while the OpenAI call was in flight. Impatient users smashed submit 2-3 times, eating API cost every time. Monthly OpenAI bill came in 4× higher than projected. On v2 I disabled the submit button during in-flight requests, added debounce + cache. Cost-per-user dropped from $0.18 to $0.04.
Screenshots


Same 47-point methodology, $499 fixed price, 5-7 business days. Book the audit.