Demand & search analysis
What people search, ask and complain about, in Arabic and English.
AI Market Research & Analysis
Market, competitor and audience analysis at a speed manual research cannot match — with every claim traced back to a source you can check.
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Fast research is only useful if it is checkable
AI can read a thousand reviews, every competitor page and six months of social conversation in an afternoon. That is a real advantage. It can also produce a confident, tidy, completely wrong summary, which is a real liability.
The difference is sourcing. Every finding we report links to the material it came from, sample sizes are stated, and anything the data does not actually support is written as an open question rather than a conclusion.
What's included
Competitor teardown
Positioning, pricing, messaging and content coverage, side by side.
Review & sentiment mining
Thousands of reviews and comments summarised into recurring themes.
Audience language & personas
The words your buyers use, which become your ad and page copy.
Sourced findings report
Every claim linked to its source, with confidence and sample size stated.
How we work
Gather wide, verify, then conclude
Frame
Write the questions the research has to answer, before collecting anything.
Collect
Gather at scale across search, social, reviews and competitor material.
Verify
Spot-check the model's summaries against the raw material by hand.
Conclude
Write findings, confidence levels and the open questions that remain.
What you get
- Research question brief
- Competitor comparison
- Sentiment & theme analysis
- Audience language bank
- Sourced findings report
The outcome
A decision-ready read of your market
A sourced analysis of demand, competitors, pricing and audience language — delivered in days rather than weeks, with the confidence level of each finding stated so you know which ones to bet on.
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Frequently asked questions
How do we know the findings are real?
Because each one cites what it came from, and we hand over the source material. Anything we could not verify is labelled as unverified rather than quietly included.
Does this replace real customer interviews?
No. It tells you what to ask them and saves the first three weeks. For a decision that matters, ten interviews after this analysis are worth more than fifty before it.
How fast is it?
Five to ten working days for a category read, against three to five weeks manually. Verification is what takes the time, and it is not the part to cut.
Can you analyse Arabic-language conversation?
Yes, including dialect. Most regional research misses it entirely, which is usually where the most useful audience language is sitting.
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Need to understand a market quickly?
Tell us the category and the question. We will come back with a sourced read.
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