| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Search and social advertising platforms | Marketing | 2% | 16 of 137 | 33% | 18 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 2 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 2 | 3 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“AdEspresso is another excellent choice for small businesses” Claude Haiku 4.5 · Paid ads · budget prompt · first choice
“(~$49/month) for easy campaign creation and A/B testing on Meta and Google — but it's limited in depth” DeepSeek V4 Flash · Paid ads · paraphrase prompt · alternative
“Simplified ad creation, A/B testing, and analytics across platforms ... Good for: Beginners” MiniMax M2.5 · Paid ads · budget prompt · alternative
“*Best for Social PPC Focus* ... Limitation: Social-focused, less powerful for Google Ads” GLM 4.7 FlashX · Paid ads · paraphrase prompt · alternative
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.
“Frequent reports of unauthorized charges post-trial (e.g., $49 despite cancellation), poor/no customer support response, bugs/campaign errors, and a dated interface.” Grok 4.1 Fast · Paid ads · negative prompt · hard negative
“User reviews heavily criticize the platform for frequent API integration freezes, bugs, outdated features, and slow customer support.” Gemini 3.5 Flash · Paid ads · negative prompt · hard negative
“AdEspresso by Hootsuite — Declining Platform ... Dated interface with persistent bugs, limited automation” Kimi K2 · Paid ads · negative prompt · hard negative
“The Catch: The $49/month Starter plan caps your managed monthly ad spend at $1,000... Its Google Ads features are also significantly more basic” Gemini 3.5 Flash · Paid ads · budget prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 4 of the 53 answers that named AdEspresso and are not a share of its labels.
Twenty-three of the twenty-three domain citations in answers naming AdEspresso came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · Crunchbase
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when AdEspresso's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as AdEspresso, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at adespresso.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.