Being readable is the part you control.
When a shopper asks an assistant for a waterproof pannier that fits a Brompton, the assistant answers from pages it can read, parse and quote. If your price is drawn by JavaScript, your identifiers are missing and your page never states the fit, you are not in the answer. That part is a technical and editorial problem, and it is fixable.
Four things an assistant needs before it will name you.
It can reach the page
A crawler that is blocked by robots rules, served a challenge page or handed an empty shell that needs JavaScript sees nothing worth quoting.
It can identify the product
GTIN, MPN and brand are how a product is matched to a query and compared with alternatives. Without them you are an unmatched string.
It can answer the question
Fit, compatibility, materials, dimensions, what is included and warranty. If the page does not say it, the assistant will not say it for you.
It can do it in the right language
A German query is answered from your German page. If that page is thinner than the English one, you lose in German while winning in English.
Measure it, then close the gaps in the order that matters.
Feedmind scores every product your plan registers on those four dimensions, ranks the products by traffic against severity so you fix what earns rather than what scores worst, and proposes the change as an approvable diff. Structural work such as schema and identifiers is deterministic and free. Prose is drafted from your own data and reviewed before it is published.
Typical first month for Nordvelo: 1,180 identifiers mapped, 240 German pages brought level, 312 products moved out of grade D and F, catalog C 51 to B 68 estimated. Typical first month · Nordvelo
A real specimen from the package canon, not a projection.
The diagnosis arrives before any decision about paying.
One number, the four dimensions behind it, and the products costing you the most. All of this is free, on a connected store or on a public domain check.
Catalog overview: score 51, grade C, across 1,400 products and 3 locales. Agent accessibility 71, structured data 44, content answerability 52, multi-language parity 39. Catalog overview after a first connected scan. Schematic, not a screenshot.
Nobody can guarantee an assistant will recommend you.
Assistants change their models, their sources and their ranking without notice, and no vendor has a lever inside them. What we can do is remove the reasons your page is unusable and prove the change with a score you can read yourself, before and after. Any tool that promises a placement, a lift or a ranking is describing something it does not control.
Start with the score.
Free, about a minute, your domain and nothing else. Connecting your store is a separate decision you make afterwards.