CartCited

Plain-language tool comparisons for small online stores. Prices last checked October 26, 2026.

For small US online stores

See what the tools actually publish.

CartCited compares AI visibility trackers and Shopify apps for solo owners and small teams. Every price on this site is tied to a vendor page we opened, with the date we opened it. We have not scored any tool from hands-on use, and we do not publish star ratings.

AI visibility tools Shopify apps

Two sections

Section 1

AI visibility tools

GEO, AEO, and LLM tracking for stores that want to know whether ChatGPT, Google's AI answers, Perplexity, and similar products mention them. The launch set is SE Ranking, Semrush's AI Visibility Toolkit, OtterlyAI, Peec AI, and Profound.

Open the pricing index

Section 2

Shopify store apps

Apps a small Shopify store actually has to pick: reviews first, then email and the platform itself. The first published comparison is Judge.me, Loox, Okendo, and Yotpo, priced at real order volumes.

Open the review-app comparison

Published at launch

  1. AI visibility

    Best AI visibility tools for small stores, by published price and limits

    OtterlyAI, Semrush, SE Ranking, Peec AI, and Profound. Research-based. No hands-on scores.

  2. AI visibility

    AI visibility tool pricing index

    Every plan we could read, plus a cost-per-prompt figure we calculated from those list prices.

  3. AI visibility

    SE Ranking vs. Semrush for AI visibility

    What each published plan includes for a small store, including the SE Ranking add-on question.

  4. Shopify apps

    Best Shopify review apps by order volume

    Judge.me, Loox, Okendo, and Yotpo at 50, 200, 500, and 1,500 orders a month.

How a page earns a sentence

  • Prices and limits come from the vendor's own page or help center, linked at the bottom.
  • Anything we have not used ourselves is labeled "Research-based, not yet tested."
  • Affiliate programs do not decide the order of a table. Profound and Judge.me are covered even though we earn nothing from them.
  • The rules are public on the methodology and editorial policy pages.

Who this is for

You run a small US online store, often on your own or with a team of about ten or fewer, and you are deciding whether to pay for an AI-answer tracker or a reviews app. You want the current public price, the limit that hits first, and a straight answer about what we have not checked.

Last checked October 26, 2026. Re-check a vendor page before you buy.