[ services · 01 ]

What does market discovery do for your business?

It reads where your customers already complain — forums, reviews, support threads, marketplaces — and turns thousands of scattered signals into a ranked map of what is worth building. AutoMemory does this from Chennai for businesses in India and abroad, in two to three weeks, at a fixed price.

live · example

Market discovery vs a survey vs a brief?

A survey asks people what they would do. A brief tells us what you would like to be true. Discovery reads what people already said when nobody was asking — in their own words, with the frequency and the cost attached. It is the only one of the three that can be wrong in a way you can check.

One team in Chennai, IST all year, remote worldwide — the person on the call is the person doing the work.

[ where it breaks ]

Where discovery
goes wrong.

where it breaks
  • Roadmaps built on the loudest opinion in the room.
  • Features nobody asked for, shipped because they were easy.
  • A survey of 40 people standing in for a market of 40,000.
  • Nobody can say which problem is the most expensive one.
how autom​emory does it
  • Thousands of public signals, read and clustered by problem.
  • Each cluster weighted by how often it appears and what it costs.
  • The original words kept — you read the complaint, not our summary.
  • A ranked map with a build / watch / skip call on every row.

[ what we build ]

Market discovery,
end to end.

Category scan

Read everything public about your category — forums, reviews, app stores, support threads.

Complaint clustering

Group what people say by the underlying problem, not by the words they used.

Demand ranking

Score each problem by frequency and cost. Build, watch, or skip.

Competitor gaps

Where incumbents are complained about most — and what nobody has fixed.

Pricing signals

What people say they would pay, and what they pay today to work around it.

Build-first brief

The one problem to start with, and the evidence for why.

[ how it runs ]

1

Call

Thirty minutes. You name the friction.

day 0 · free
2

Map

Within a week: where this helps, where it doesn’t, what it costs.

week 1 · free
3

Build

One team, fixed price, every decision recorded.

weeks 2–4
4

Measure

Before and after, on record. What doesn’t earn is stopped.

ongoing

[ questions ]

Asked before.

01How long does it take?+
Two to three weeks for one category. Most of the time goes into clustering and checking, not reading.
02What do I actually get?+
A ranked demand map, the raw signal set behind it, and a written recommendation on what to build first. You keep all three whether or not we build it.
03Can you do this for a market outside India?+
Yes. The sources are public and global. We have read categories in the US, UK, UAE and SE Asia.
04What if the map says “don’t build”?+
Then it says don’t build. That is the cheapest outcome discovery can produce, and we will say it plainly.

Name the friction.
We map the fix.

A thirty-minute call and a written map, free. Then you decide.

let’s talk ⟶

[ talk to us ]

email hello@automemory.ai · we reply within a day
whatsapptalk to us · whatsapp

[ the belief ]

Every business deserves
an AI that remembers.