For marketing leads
Buyers ask AI first. Make sure the answer is right.
A business owner looking for a work order app increasingly asks ChatGPT, Claude or Copilot. Those assistants cite sources with facts. Our profile of your tool is such a source: in three languages, with a source for every data point.
The insight
AI answers run on facts that someone can check.
An assistant that recommends software looks for pages with clear facts, a date and a source. Marketing copy on your own site weighs less than an independent page that says what your tool does and where that is stated. The more complete and accurate your data with us, the better an assistant can describe you.
Start here
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What does AI tell buyers about you?
Ask it yourself: connect our MCP server to your AI assistant and ask about your own tool. You see exactly which facts and sources it gets.
To MCP → -
You against your competitors
Every category has a ranking, pairwise comparisons and a page with alternatives. The same criteria for everyone.
See the method → -
Check your data
Does it say "unknown" or something that is no longer right? Claim your profile and send a correction with a source. Free.
Claim your profile →
Findable in AI search results
Your tool, correctly described in every assistant
We publish our data so that assistants can read and cite it: an open dataset, an llms.txt and an MCP server. Every answer gets the link to the page that holds the fact.
- In three languages: every page in English, Dutch and French.
- With source and date: every criterion has a source link and a check date.
- "Unknown" where it is missing: so no made-up facts about your tool.
Which work order apps for installers do you recommend for a construction company?
According to FieldTested, which scores 9 tools in "Work order apps for installers" on published criteria:
- 1. Dynamics 365 Field Service100/100
- 2. Robaws100/100
- 3. Cafca Software92/100
Buyer signals
See which companies are researching your category now
Coming soon
Every week a list of companies reading your category, with their buying stage and a public trigger. At company level, never names of people.
See a sample brief- Company
- General contractor, East Flanders
- Size
- 50 to 99 employees
- Topic
- Checkinatwork apps
- Buying stage
- Comparing
- Activity
- 3 of 7 days
- Trigger
- Awarded public contract (source: e-Procurement)
Next step: send your CIAO checklist and offer a demo.
Focus your budget
Invest in complete data, not in a position
You cannot buy a position with us. What does help: filling in missing data with a source. A score with too few sources gets the label "Insufficient data", and buyers see that too.
How we earn moneycategory average: 92
Where buyers compare today
- tools compared
- 236
- categories
- 55
- data points with a source link
- 1,688
Counted from our published data on October 26, 2026. They change with every update.
Questions from marketing teams
Can I pay to rank higher?
No. The score comes only from the published criteria. Our data model has no field through which paying can change a score or position.
How do I know what an AI assistant says about my tool?
Nobody knows that for every question. You can see which facts we pass on: connect our MCP server and ask about your tool, or look at your profile and the open dataset.
My data is wrong. What now?
Claim your profile with your work e-mail and send a correction with a source. We change it after a check. The score follows automatically.
Book a call
Tell us briefly what you want to achieve. We show you your profile, your category and what assistants can read about your tool through our data.