How to Compare AI Recommendation Agencies Fairly

To compare AI recommendation agencies fairly, judge them on the same points: what they actually do, how they measure it, how honest their promises are, how they charge and how easy it is to leave. Ignore claims of guaranteed rankings or special AI partnerships. The best choice is the one whose work you can see and check.

The Main Types of Provider

• Full-service agencies: do research, content, outreach and reporting for you. Higher cost, less work for you.
• SEO agencies adding AI: extend existing search work to AI assistants. Good if you already use them, but check they track AI answers directly.
• Software platforms: give you tracking dashboards, sometimes with content tools. Lower cost, more work on your side.
• Hybrid services: software plus done-for-you content and distribution.
• Freelance consultants: flexible, often good for strategy, limited capacity for execution.

Seven Criteria to Score

1. Prompt coverage: how many customer questions they track and whether you can choose them.
2. Assistant coverage: which assistants they check, for example ChatGPT, Gemini, Claude, Perplexity and Copilot.
3. Competitor visibility: whether reports show who appears instead of you.
4. Action: whether they create and distribute content, or only report.
5. Transparency: whether you can see the raw answers and sources, not just a score.
6. Honesty: whether they avoid guarantees, fake reviews and claims of official partnerships.
7. Flexibility: monthly terms versus long contracts, and who owns the content.

Give each provider a score from 1 to 5 on each point. A provider with a lower price but a 1 on honesty is not a bargain.

Pricing Models You Will See

• Monthly subscription: common for platforms; predictable.
• Retainer: common for agencies; usually higher, often with a minimum term.
• Project fee: for audits or one-off strategy work.
• “Pay per mention”: be cautious. It encourages counting low-value or unstable mentions.

For typical ranges, see the AI search optimization pricing guide.

Questions to Ask in a Sales Call

• Show me a sample report with real answers and sources.
• What will you do in month one, specifically?
• How do you handle a prompt where we never appear after three months?
• Do you publish content under our name, or on third-party sites, and which ones?
• What tactics will you refuse to use?

Warning Signs

Walk away from providers that guarantee a number-one recommendation, claim they can place you in AI training data, offer review packages, or refuse to show what they publish. Read what to know before hiring an AI optimization agency for more detail.

Run a Short Trial Where Possible

If a provider offers monthly terms, a two- or three-month trial is the clearest test. Agree on ten prompts at the start, record the baseline answers yourself and compare them at the end. You will learn more from that than from any sales deck, and you keep control of the evidence.

Matching the Provider to Your Business

A single-location dentist may only need tracking for 15 local prompts and help with listings. A software company selling across Europe may need tracking in several languages, comparison content and outreach to review sites. Choose the provider whose strengths fit your situation, not the one with the biggest promises.

How Keboost Compares

Keboost is a hybrid: it tracks your prompts across major AI assistants, shows where you and competitors appear, and creates and distributes focused content. It does not guarantee results or claim partnerships with AI companies. Plans cost €29 or €99 per month, cancel anytime; details are on the pricing page. Run a free AI visibility check and use it as one data point in your comparison.