X thread
Your X thread
Paste your X thread. Nothing to upload.
←X thread
Make a market research report
Turn X threads into market research
This is where buyers complain in public, in their own words, unprompted.
Free to try, no card. Your X thread opens in Ancher.
Posts in orderAttached imagesAuthor and profile
Kept in parts
Every one of these stays separately addressable instead of collapsing into one block of text.
Market definitionDemand signalsPlayersPricing
Market research report
A structured read on a market: who is in it, what buyers say, how it is priced, where the gaps are.
Nobody writes a thread about a tool they mildly like. What reaches X is the failure that cost someone a day, and it arrives in the exact language a buyer uses rather than the language a category page uses. Ancher collects the recurring complaints across unrelated authors, keeps the pricing screenshots with the date they were posted, and states plainly that reply volume is not demand.
The honest version
Reply counts are not a market, and the report says so on its own face
The temptation with any social source is to count reactions and call the total demand. Reach measures how well something travelled through a feed on a particular afternoon. What threads genuinely provide is vocabulary — the words buyers reach for when something breaks — and that is worth more for positioning than a number nobody can defend.
One post in one thread, at post 9/12, read two ways.Illustrative. The figure is invented; the gap it falls into is not.
9/ we moved off them last month. the pricing change was
In the attached screenshot — not readThe specific never reaches the draft
Market research report
In the attached screenshot
$29 → $79 per seat
from post 9/12
Lands in the draft, with its timecode
- Complaints are counted across distinct authors, never weighted by likes or reposts.
- Pricing seen in a screenshot keeps the date of the post, because a screenshot from last year is not pricing.
- The report states explicitly that it contains no market sizing, so nobody downstream treats it as one.
What comes out
Market research report, section by section
A structured read on a market: who is in it, what buyers say, how it is priced, where the gaps are.
Market definition
The market as the threads describe it, which is frequently narrower than any vendor's category.
Demand signals
Recurring complaints and requests in the posters' own words, counted by distinct author.
Players
Products named, split by whether an author used one or only mentioned it.
Pricing
Every price seen in a screenshot, with the date of the post attached.
Opportunities
Complaints that recur across authors and that nobody named is solving.
Threads-to-market-research prompt
The link on its own gets a summary. This is the instruction that produces the 5 sections above, in that order, with the rules that keep them honest. Paste it with your X threads — in Ancher, or in whatever assistant you already use.
Build market research from these threads. (1) Define the market as the posters describe it, in their words. (2) List recurring complaints and requests, counted by distinct author and never weighted by likes. (3) Name every product, marking whether the author used it or mentioned it. (4) Record every price seen in a screenshot with the post's date. (5) List gaps nobody named is solving. State on the face of the report that it contains no market sizing.
The detail, if you want it
How each part of an X thread becomes a section
| From the X thread | Into | Why |
|---|---|---|
| Author and profile | Demand signals | The same complaint from unrelated authors is a signal; the same complaint from one circle is a conversation. |
| Attached images | Pricing | Pricing arrives as a screenshot of a billing page, which is precisely what a text-only scrape returns nothing for. |
| Posts in order | Market definition | Where a thread sets up the problem before naming products is where the market gets defined in a buyer's terms. |
| Outbound links | Players | Outbound links show which product a poster actually opened, as opposed to which one they named in passing. |
| Likes, replies, reposts | Opportunities | A complaint with heavy replies is one others recognised, which is a rough read on whether the gap is shared. |
Everything Ancher keeps from an X thread
Posts in order
A thread is a sequential argument; read out of order it stops meaning anything.
Attached images
On X the chart usually carries the claim while the text carries the opinion, so the image is the part worth keeping.
Author and profile
Whether the author builds the thing or sells against it changes how the claim should be weighted.
Outbound links
Threads cite primary sources more often than they get credit for, and those links are the way past the hot take.
Likes, replies, reposts
Reach separates a thread the field actually argued about from one nobody read.
The four steps
- Add the X thread. Paste the post URL. Ancher reads the thread in order and keeps the attached images, the author, the outbound links, and the engagement counts together as one source.
- Nothing gets flattened. Posts in order, attached images, author and profile, outbound links, likes, replies, reposts stay separately addressable instead of collapsing into one block of text.
- Ask for a market research report. Ancher fills market definition, demand signals, players, pricing, opportunities using the mapping above, not a generic summary pass.
- Check it before you use it. Every specific keeps a link back to where it came from in the X thread, so a claim can be verified without reopening the source.
Where this goes wrong
- X skews to a specific set of industries and a specific kind of person. A market read from threads alone is a read on that population, not on your buyers.
- Loud churn is not representative churn. People who leave quietly never post, and they are usually the larger group.
- Pricing screenshots go stale within weeks. Check the post date before letting a figure into anything you present.
Questions people ask
Can this size a market?
No, and the report says so in its own text. It gives you the vocabulary buyers use and the failures they hit, which is what positioning needs. Sizing requires a source that knows how many buyers exist, and a feed does not.
How many threads before this means anything?
Enough that the same complaint appears from authors who do not follow each other. Recurrence across unrelated people is the whole signal, and everything below that threshold is anecdote with good reach.
Is this better than review sites?
It is better for what breaks in practice and for the words people use. It is worse for coverage, because only the strongest opinions reach a feed and the quiet majority is entirely absent.
Bring your own X threads
Everything you save lives in one workspace, so the market research report is built from your sources — not from a model's memory of the internet.
Open Ancher →Not an X thread? The same market research report also comes from YouTube video, PDF, LinkedIn post.