Index › GTM › Products › BrightEdge › Alternatives · November 2026 Edition
One category · what the models named instead

Alternatives to BrightEdge, as AI models named them

In the November 2026 Edition, 207 of the 252 answers collected in the one category where BrightEdge holds a standing named it neither as a first choice nor as an alternative. These are the products those answers put first, category by category and buyer by buyer. The output is the models' output.

Named instead, most often
First choices in the 207 answers that did not name BrightEdge, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

Gane, the publisher, sells software in SEO, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.

SEO and content optimization platforms

Marketing. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when BrightEdge is not its first choice or an alternative in it.
Small businessBrightEdge holds 7 labels here, under the 10-label cutoff, so it is unranked.

Eighty-four of the eighty-four answers did not name BrightEdge; it was the first choice in zero. The first choices in those eighty-four answers, nineteen products in all, the eight most named:

Semrush16 of 84
Surfer SEO15 of 84
SE Ranking14 of 84
Frase10 of 84
Mangools4 of 84
Ahrefs3 of 84
11 more in the record.The full small business standing →
Mid-marketBrightEdge is #14 of 14 here at 0% of first choices, 20 labels.

Seventy-nine of the eighty-four answers did not name BrightEdge; it was the first choice in zero. The first choices in those seventy-nine answers, thirteen products in all, the eight most named:

Semrush17 of 79
Surfer SEO15 of 79
Ahrefs6 of 79
Clearscope6 of 79
Frase5 of 79
SE Ranking5 of 79
5 more in the record.The full mid-market standing →
EnterpriseBrightEdge is #4 of 11 here at 10% of first choices, 58 labels.

Forty-four of the eighty-four answers did not name BrightEdge; it was the first choice in nine. The first choices in those forty-four answers, nine products in all, the eight most named:

Conductor8 of 44
seoClarity7 of 44
Semrush4 of 44
Clearscope3 of 44
Ahrefs2 of 44
Frase1 of 44
1 more in the record.The full enterprise standing →

How to read this

A category is asked six ways of each of fourteen models on behalf of each buyer segment, so a segment is eighty-four answers. An answer belongs on this page when the judge labeled BrightEdge neither its first choice nor an alternative in it; the products listed are the first choices those answers made, counted once per answer. An answer that named nothing first, or named BrightEdge only in passing, is in the denominator and adds to no product. The counts are not the category standing, which is on the category page with its share and rank; they are the same record read from BrightEdge's side.

The output is the models' output; nothing here is a recommendation by the index, and a product named instead of BrightEdge was named by a model, not endorsed by anyone.