Nukebook
Market & Site Intelligence
The decision, made countable

Product positioning is a measurement problem.

Frameworks tell you to choose a frame of reference. Measurement tells you which frames the market already types.
If you searched "product positioning"

What we measured about it: 1,000 times a month of demand at difficulty 12 of 100, and the AI answers carry frameworks with zero figures.

Run on your market, a read shows: which phrasing of your category actually holds winnable demand, your brand-name share of it, and your real search demand under every phrasing, which AI answers in your market are open, partial or closed (with the evidence), what your competitors run in the public ad archives, and your break-even numbers computed from your own economics.

Book the 20-minute callor read the measured pieces first →

"Product positioning" is searched about 1,000 times a month in the US at difficulty 12 of 100, with a top bid of $9.51. Its siblings are searched too: "brand positioning" 1,900 searches a month and "positioning strategy" 590 searches a month. Every AI answer on these queries hands you a framework; none hands you a number. measured

Positioning, restated as counting

A position is a claim about which mental category you occupy. Mental categories leave a paper trail: search phrasings. Count the demand under every phrasing of what you sell, and the positioning decision stops being taste: you can see which frame carries volume you can win and which frame is a beautiful empty room.

The measurement that settles arguments

One challenger brand we measured held 1% of brand-name demand in its own category. That single measured ratio ended a positioning debate that opinions had kept alive for months: the brand was not losing an argument, it was unknown, and the plan changed accordingly. Positioning arguments end when a number enters the room.

Method: volumes, difficulties and bids from DataForSEO Google endpoints, pulled 2026-08-27 across two full market runs. Figure registry: /figures/product-positioning.figures.json.
Want this measured for your market?

One read: your demand, your winnable AI answers, every competitor's ads, and your site's catch rate. Price and scope on a short call, plainly.

Book a call or see what a read contains →