12 Questions to Ask Before Choosing an AEO Platform

Most AEO platform demos look alike. A dashboard, a line going up, a list of prompts. The differences show up in the questions a vendor cannot answer. This checklist gives you twelve to ask, why each matters, and what BrandRank.AI answers. Use it as an RFP outline or as a script for the second call.

Coverage

1. Which AI engines do you track, and which ones are add-ons?

A buyer can ask any engine. Gemini and Claude are often missing from lower tiers, and some vendors sell engines separately. Ask for the full list at the price quoted.

BrandRank.AI: ChatGPT, Gemini, Perplexity, Grok, Claude, and Meta AI in one platform.

2. How is the prompt set built?

A prompt set built from search volume finds the questions that are easy to move. A prompt set built from revenue finds the questions the board would ask about.

BrandRank.AI: must-win buying questions chosen with the customer by category and by consequence of a wrong answer.

3. Is the data pulled from live engine responses, and how often?

Answers change. A snapshot taken once a month misses the recall that resurfaced on the 12th.

BrandRank.AI: live responses tracked on a repeating scoring cycle, with the Brand Risk Monitor watching continuously.

Metrics

4. Does your primary metric count mentions or weight position?

Mentions reward being on a list. Position rewards being the pick. Ask which one the headline number reports.

BrandRank.AI: Recommendation Share™, position-weighted from 10 (named first) to 0 (absent), averaged across every prompt and run.

5. Do you score whether what the engine says is true?

A brand can be visible and wrong. Ask whether the platform checks claims against verified facts or only tracks sentiment.

BrandRank.AI: the Brand Vulnerability score covers credibility, product performance, and accuracy, with claim-by-claim verification.

6. Do you score whether our content is readable by the engines?

Engines recommend what they can find, read, and cite. Ask for a content readiness score and what it is built from.

BrandRank.AI: Content Readiness, scored on content accessibility, depth of content and schema, and content liquidity.

Risk

7. What happens when an answer turns against us?

Ask whether you get an alert, how fast, and what it contains. A sentiment dip on a chart is not an alert.

BrandRank.AI: the Brand Risk Monitor scores every flagged answer across six damage categories and alerts the team before customers see it.

8. Can Legal review the evidence behind a score?

Ask for the prompt, the engine, the date, the answer text, and the cited source for one flagged claim. If the vendor cannot produce it, the score is not defensible.

BrandRank.AI: every finding carries a claim-by-claim evidence trail built as an audit.

People

9. Who reviews the findings, and how often?

Software produces a number. A person defends it. Ask whether an analyst is assigned and whether their review is scheduled or on request.

BrandRank.AI: a named strategist reviews every finding each quarter.

10. Which of our teams can use the output?

AI answers questions about leadership, financial standing, risk, and employer reputation, not only what to buy. Ask whether the platform serves those functions or only the SEO queue.

BrandRank.AI: funded once, used by Marketing, Legal, Comms, HR, Investor Relations, and the board. JobsOhio uses it to measure the talent narrative.

Proof

11. Which named customers can we speak to?

Ask for a reference in your category and one in a regulated category.

BrandRank.AI: Nestlé, P&G, Kenvue, Fifth Third Bank, the Better Business Bureau, JobsOhio, the American Medical Association, and NPR are customers. Lee Beech, Sr. Director at Nestlé Canada, calls the platform his crystal ball.

12. What results have you moved, and how were they measured?

Ask for a before and after tied to the vendor's own metric.

BrandRank.AI: a CPG launch gained 300% in AI search visibility after content readiness improved 24%. A global beverage brand gained 40% in Gemini and 10% in ChatGPT. A major oral care brand gained 30% across key engines.

Scoring the answers

Give a vendor one point for each question answered with a specific, checkable fact. A visibility tracker will score well on questions 1 to 4 and poorly on 5 to 10. An enterprise AEO platform should score on all twelve. If Legal, Comms, or the board has already asked what AI is saying about you, questions 5, 7, 8, and 9 decide the purchase.

Get your Recommendation Share™ and bring the result to the vendor call.

Frequently asked questions

What should I look for in an AEO platform?

Coverage of every engine your buyers use, a position-weighted recommendation metric, claim verification, continuous risk alerting, a claim-by-claim evidence trail, a named analyst, and output that serves Legal and Comms as well as Marketing.

How many AI engines should an AEO platform cover?

Every engine a buyer in your category might ask. BrandRank.AI covers six: ChatGPT, Gemini, Perplexity, Grok, Claude, and Meta AI.

Does an AEO platform replace my SEO tool?

No. SEO built the content the engines read. An AEO platform measures what the engines do with it. Most enterprise teams run both.

How long does it take to see results from an AEO platform?

It depends on how quickly content and third-party proof can be published. BrandRank.AI keeps a change only if Recommendation Share™ moves on the next scoring cycle, so results are measured cycle by cycle rather than promised up front.

Who should own the AEO platform internally?

Often more than one team. Marketing owns the recommendation, Legal and Comms own accuracy, HR owns the employer answer, and Investor Relations owns what AI tells investors. BrandRank.AI gives each of them the same evidence from one contract.

What is the difference between an AEO tool and an AEO platform?

An AEO tool counts mentions for an SEO team. An AEO platform verifies claims, monitors risk, produces evidence, and assigns a human reviewer, so the output can be used by every function with a stake in the answer.