MediumSaaSFrontierClear niche and buyerAI model/API accessPayments via Stripe
Verified

Brand Visibility in AI Answers

To show up in the answer, you need to be in the source.

In plain English

Kollavo helps brands show up when people ask AI chatbots for recommendations. It finds the sources the chatbots rely on and helps brands get mentioned there. Companies pay a monthly plan. It is part of a new kind of marketing aimed at AI answers instead of search results.

Automation80%
Startup costNot disclosed
Time to first $Not disclosed
Monthly range*$649 /mo

$649/mo Stripe-verified revenue (Indie Hackers product page, Oct 29, 2026)

DifficultyMedium
SourceIndie Hackers - Kollavo ↗

Operator: kollavo

Verified

Revenue independently checked: documents reviewed by a publication, or a public dashboard.

Not disclosed.

The tool stack

Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.

Step-by-step setup

  1. Query major AI assistants with buyer prompts on a schedule.
  2. Track brand mentions and cited sources over time.
  3. Suggest content fixes to earn citations.
  4. Sell monthly plans to brands and agencies.

What's automated vs. the human 20%

The machine does

  • Core AI generation/analysis
  • Billing and onboarding

You still do

  • Product quality and support
  • Distribution and marketing
  • Compliance and edge cases

Overview

To show up in the answer, you need to be in the source.. To solve the gap for brands visibility on llms

Operator: kollavo. Website: https://kollavo.com/

Estimated split: about 80% of the work automated, 20% human.

Realistic income

Indie Hackers (checked Oct 29, 2026) shows $649 per month in revenue verified through Stripe on the founder’s product page. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live source — numbers change.

Risks

  • Young category; AI answers are noisy and change often.
  • Hard to prove ROI to buyers.
  • Startup cost and time to first dollar are not disclosed.

*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.

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