SaaS · Applied LLM
LogicLinksAI — AI search visibility SaaS
A live SaaS helping businesses understand and improve how they appear in answers from ChatGPT, Claude, and Perplexity.
- Status
- Live product
- Customers
- Paying
- Surface
- AI answer engines
- Loop
- Measure → improve
Problem
Traditional SEO tools ignore generative answer engines. Founders had no instrumentation for whether their brand appeared in AI answers — or why not.
They needed productised measurement, workflows, and recurring value — not a one-off script.
Approach
SaaS multi-tenant app with recurring analysis jobs against major LLM/answer surfaces.
Pipelines to score visibility, surface gaps, and recommend content/entity improvements.
Billing, auth, and dashboards treated as first-class product work alongside the model layer.
Outcome
Launched as a live product with paying customers — proof we build complete software businesses, not only isolated model experiments.
Stack
- LLM APIs
- SaaS billing
- Background jobs
- Next.js / Node
- Analytics