2 categories · RankedWordStream
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Search and social advertising platforms | Marketing | 3% | 12 of 137 | 29% | 17 | criticized challenger |
| Content marketing platforms | Marketing | 0% | 154 of 159 | 100% | 1 | under 10 labels · led by HubSpot Content Hub at 30% |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 0 | 1 | 1 | 3 |
| Grok 4.1 Fast | 1 | 1 | 1 | 0 | 3 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 3 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 1 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“WordStream (now part of LocaliQ) stands out as one of the best options for managing both paid search” Grok 4.1 Fast · Paid ads · budget prompt · first choice
“WordStream if you want more guided optimization for both search and social-ad workflows” Perplexity Sonar · Paid ads · budget prompt · first choice
“it remains popular for local businesses and freelancers... Cons: Not suitable for complex campaigns” Qwen 3.7 Flash · Paid ads · comparative prompt · alternative
“WordStream (now LocaliQ) provides guided workflows, though at a higher price point” Kimi K2 · Paid ads · budget prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“WordStream (LocaliQ) — Approach with Extreme Caution ... Deceptive pricing, massive cost escalation, terrible support post-acquisition” Kimi K2 · Paid ads · negative prompt · hard negative
“Avoid percentage-of-spend pricing. Tools like WordStream (now LocaliQ) charge fees that scale with your ad spend” DeepSeek V4 Flash · Paid ads · budget prompt · hard negative
“Documented "hidden fee" structure and "scaling penalties" that punish successful campaigns” DeepSeek V4 Flash · Content marketing · negative prompt · hard negative
“Not suitable for: Any serious paid search or social media advertising” GLM 4.7 FlashX · Paid ads · negative prompt · hard negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 6 of the 46 answers that named WordStream and are not a share of its labels.
Domains cited
Thirty-three of the thirty-three domain citations in answers naming WordStream came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as WordStream
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