Our own product

Nodworthy

How AI assistants recommend local businesses, measured.

Nodworthy score card from its sample report, for an invented business: when customers were shopping, assistants named it in 17 of 34 answers, and in 12 of 12 when the customer knew its name.
The score card from Nodworthy's sample report. The business and every number in it are invented.

What it does

Nodworthy asks ChatGPT, Claude and Google AI the questions a business's customers ask, records every answer, and says what to fix. We wrote the spec, built it and run it every day.

How we built it →

Who builds it

iComponent Software was founded in Boston in 1996. The team that built Nodworthy also builds and runs websites for small businesses, sold through Nodworthy at a fixed price.

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