AI Commerce Visibility vs Signum.AI (2026): Pricing, Features & Which to Choose

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

Lower starting price
Not comparable
Not comparable: AI Commerce Visibility does not list a price
Free plan
Signum.AI
Only Signum.AI has one
Higher rating
AI Commerce Visibility
3.9 against 3.7
Same job?
Yes
Both are SEO tools

Side by side

Compared on	AI Commerce Visibility	Signum.AI
Our rating	3.9Better	3.7
Starts at	Not listed	$49/mo
Free plan	No	YesBetter
Category	SEO	SEO
Plans	See pricing	From $49/mo
Key features	Automated site scan generating 200+ monitoring prompts Visibility, ranking, and sentiment tracking across ChatGPT, Gemini, Perplexity, and Claude Competitor comparison within AI shopping answers Logistics data tied to AI recommendation outcomes Credit-based usage pricing instead of flat subscriptions	Brand visibility tracking across ChatGPT, Perplexity and Gemini Competitor benchmarking and AI visibility landscape Source and citation analysis Market-signal monitoring of reviews, news and website changes Visibility recommendations with activity feed and email alerts
Pros	Backed by Parcel Perform's decade of e-commerce delivery data (founded 2016) Auto-generated prompts remove manual setup for tracking AI visibility Credit pricing means paying only for prompts actually run	Source analysis shows which pages and publications models draw on Published entry price of $49 a month with a 14-day money-back guarantee Free checker gives a first reading before paying
Cons	Published pricing stops at credits-based, with no public price-per-credit Niche focus on AI shopping assistants won't suit brands outside e-commerce Category is new enough that AI shopping-assistant usage is still ramping up	Pricing page states no limits on prompts or engines tracked Visibility scores are sampled estimates because AI answers vary between runs Customer results and user counts are vendor-reported
Company	Parcel Perform, founded 2016	Signum.AI

Prices come from each vendor's pricing page, last checked 20260921. Check the vendor before you buy.

FAQ

Questions people ask

Is AI Commerce Visibility better than Signum.AI?

In our reviews AI Commerce Visibility scores 3.9 and Signum.AI scores 3.7. The better pick depends on the job. AI Commerce Visibility: AI Commerce Visibility tracks how e-commerce brands and products show up inside ChatGPT, Gemini, Perplexity, and Claude shopping answers. Signum.AI: AI-visibility platform that tracks how a brand appears in ChatGPT, Perplexity and Gemini and what drives the citations.

Which is cheaper, AI Commerce Visibility or Signum.AI?

AI Commerce Visibility: see pricing. Signum.AI: from $49/mo.

Do AI Commerce Visibility and Signum.AI have free plans?

Only Signum.AI has a free plan.

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