Hire an AI Research Analyst: What It Does & How It Works (2026)

An AI research analyst gathers and compares information about your market, competitors and customers, and turns it into a short brief with sources you can check. A person verifies the conclusions before you rely on them. At OWL & GOATS this specialist is SCOUT.

What does an AI research analyst do?

• Market scans: who sells what, at what price, in which markets and languages.
• Competitor briefs: offers, positioning, pricing pages, reviews and how they talk to customers.
• Customer insight: what buyers ask, complain about and praise, from reviews, forums, search data and your own conversations.
• Question research: the questions people type before they buy, which become pages, FAQs and sales answers.
• Decision briefs: a short document that ends with options and a recommendation, every claim linked to a source.

The value is not in collecting more links. It is in reading them, comparing them and writing down what they mean for the decision you have to make this week.

Is AI research reliable?

Only when it is checked. AI models can state things that sound right and are wrong, or summarise a source more confidently than the source itself. That is why every claim in our briefs carries its source, and why a person reads the sources behind the conclusions before the brief reaches you.

We also separate facts from interpretation. A competitor’s published price is a fact with a date; a guess about their strategy is an opinion and is labelled as one. When something cannot be verified, the brief says so instead of filling the gap.

Finally, sources age. Prices change, companies pivot, regulations move. Each brief carries its date, and recurring research is refreshed on a schedule instead of being treated as permanent truth.

Where it saves the most time

Research tasks that used to take a person several days, such as reading twenty competitor sites, hundreds of reviews or a long regulation, become hours. The analyst does the reading and the first synthesis; the person spends their time on the part that needs judgment: what this means for your offer, your prices and your next step.

Recurring research is where the time saving compounds. A monthly check of competitor prices and offers, the questions people ask in your market, or the reviews your products receive, keeps the team informed without anyone spending a day on it. Changes are highlighted, so you only read what moved.

It is especially useful when you enter a new market or language. Reading competitors and customers in French, Arabic and English at the same time, and comparing them in one brief, is slow for a person and fast for a specialist that reads all three.

How a typical brief comes together

1. The question. One clear question, such as "how do agencies in Casablanca price websites?" or "what do clinic patients complain about online?". Vague questions produce vague briefs.

2. The sources. Competitor sites, reviews, search suggestions, public reports, your own sales notes, each recorded with its date.

3. The reading. The analyst reads, extracts and compares, and flags contradictions between sources.

4. The review. A person checks the key claims against their sources and rewrites anything overstated.

5. The brief. Two pages at most: findings, what they mean, options and a recommendation, with links for anyone who wants to check.

What it does not do

It does not interview your customers; talking to people is still the best research there is, and a person should do it. It does not access paid databases or private information unless you provide them. And it does not decide for you: a brief ends with options and a recommendation, but the call is yours.

It also does not replace expertise. In regulated fields such as law, finance or health, the brief points to the relevant rules and sources; a qualified professional interprets them.

Ethics matter as well. We use public information and what you share with us, respect the terms of the sites we read, and do not collect personal data about individuals for profiling. Research is about markets and needs, not about people who did not agree to be studied.

How OWL & GOATS does it

SCOUT does the research for our own work: it gathers the real questions buyers ask before we write a page, compares competitors before we price or position an offer, and checks claims before they are published. Every brief is reviewed by a founder before it is used.

For clients, a first project such as a competitor and pricing study, a question map for your market or a new-market brief is a fixed price from $2,500 (12,900 MAD in Morocco), 2–3 weeks. Recurring research can run on a monthly plan from $2,900 (14,900 MAD). We research and write in English, French and Arabic.

Why work with us

Because research is only useful when it changes what you do. Our briefs end with concrete recommendations, and we can act on them in the same team: rewrite the pages, adjust the offer, build the campaign. That closes the gap where most research dies, between the report and the action.

• Every claim sourced and dated.
• A person checks before you rely on it.
• Three languages read natively.
• Research and execution in one team.

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