The command center for the channel you can’t see.
Buyers stopped searching and started asking, and when a homeowner asks AI who should renovate their home, there is no page two. So we built the instrument that measures the answers first. The service came after.
Masthead
- Practice
- AI-visibility command center
- Founded
- Singapore, 2026. A new practice. The free audit and pay-after-citation billing put the risk on us, not you.
- Serves
- Interior design firms, SG
- Publishes
- The ledger, monthly; case files after their 90-day windows
- Correspondence
- hello@mitra.build
When a homeowner asks AI for an ID firm, the good ones should come up.
Right now they often don’t. The engines quote whoever happens to be quotable: firms with passage-shaped pages, structured data, mentions in sources the engines trust. Whether the firm does good work doesn’t come into it.
Mitra was built to replace hoping with measuring. The instrument tracks how the engine answers. Our team reads that count, explains why you win or lose each question, and does the work that makes your firm quotable. Same questions and same counting rules every month, so nobody can fudge the numbers. The count is automated; the work is ours.
A client doesn’t hire us for a report. They get the part of their marketing that owns the AI answers their buyers read, month after month, with the receipts attached.
I built the measurement first because I didn’t want to sell anything I couldn’t count.
How we work
1
Measurement first
Any number we quote about your visibility, we can re-run in front of you.
2
One niche, deliberately
Singapore interior design and nothing else, for now. Staying narrow means we know the questions homeowners ask and which sources the engines quote. We started counting the answers in mid-2026.
3
Honesty as policy, in writing
Illustrative data is labelled illustrative wherever it shows up. Case files publish only after their 90-day windows close. We don't run paid testimonials. The guarantees sit in the engagement agreement itself, and anything not written on this site, we're not promising.
4
We work on the AI your buyers already use
Mitra reads across the major AI answer engines your buyers use: ChatGPT, Google's AI Overviews and Gemini, Perplexity, Copilot and more. We measure what they say and optimize the sources they read. We didn't build an AI and won't claim we did. No model training, no black box. Everything we do to your presence is visible and auditable.
Start with the free audit.
Write to hello@mitra.build or run the free audit on your firm →