AI Recommendation Tracker for Local Businesses
Recommended is a subscription software product for local businesses. Our software asks AI engines a set of of customer-style questions about the custo…
In plain English
Recommended asks AI assistants customer-style questions about a local business's services. It shows whether the business gets recommended. Local businesses pay a subscription. TrustMRR shows about $99 a month in recurring revenue. The software runs the checks, while owners improve their presence.
~$99 MRR; $49 verified revenue last 30 days (TrustMRR/Stripe, Oct 29, 2026)
Operator: Devyn H
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed.
The tool stack
Payments
OpenAI API ↗LLM / vision
Anthropic API ↗LLM / agents
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
- Query major AI assistants with buyer prompts on a schedule.
- Track brand mentions and cited sources over time.
- Suggest content fixes to earn citations.
- 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
Recommended is a subscription software product for local businesses. Our software asks AI engines a set of of customer-style questions about the customer’s services and records whether the customer’s business was named in the answers, and reports the trend along with specific steps to improve.
Operator: Devyn H. Category on TrustMRR: Artificial Intelligence. Founded: 2026-09-02. Website: https://recommended.so/
Estimated split: about 80% of the work automated, 20% human.
Realistic income
TrustMRR (checked Oct 29, 2026) shows about $99 MRR and $49 in Stripe-verified revenue over the last 30 days, $98 verified over its tracked history. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — 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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