Peec AI vs HubSpot AEO Grader
Six of fourteen models named Peec AI first on the direct prompt; one named HubSpot AEO Grader. Peec AI was named by fourteen of the fourteen models and HubSpot AEO Grader by thirteen and Peec AI carries 40 labels and HubSpot AEO Grader 27, so the shares are not directly comparable.
Named in one category this edition.
By HubSpot, Cambridge, United States, founded 2006. Named in two categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the AI visibility and answer engine tracking tools page.
By framing
Peec AIFirst choices, of fourteen modelsHubSpot AEO Grader
Across every category in the October 2026 Edition, Peec AI and HubSpot AEO Grader were named in the same answer thirty-five times, of the 93 answers naming Peec AI and the 80 naming HubSpot AEO Grader. In those answers HubSpot AEO Grader took the first choice seven times and Peec AI six.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | | ||
| GPT-5.4 mini | | | | |||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | | | | |||
| Grok 4.20 | | | | | ||
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | |
Peec AI HubSpot AEO Grader first choice named as an alternative argued againstblank: not namedEach cell is one answer, Peec AI on the left and HubSpot AEO Grader on the right.The direct prompt
Peec AI first, HubSpot AEO Grader an alternative
6 of 14 modelsHubSpot AEO Grader was named in the answer but not as the choice, or not at all.HubSpot AEO Grader first, Peec AI not the choice
1 of 14 modelsPeec AI was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
HubSpot AEO Grader16%#2 of 7Peec AI12%#3 of 7Peec AI16%#2 of 9HubSpot AEO Grader9%#4 of 9Peec AI6%#4 of 9HubSpot AEO Grader0%#8 of 9What the models said about Peec AI
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“General Red Flags Across Many Tools (e.g., Otterly.ai, Peec AI, Scrunch, Geneo, Rankscale):” Grok 4.20 · negative prompt · soft negative
“The concern: Restrictive limits - 25-prompt Starter limit is restrictive” Kimi K2 · negative prompt · soft negative
“Peec AI only tracks three answer engines in baseline plans” Claude Haiku 4.5 · negative prompt · soft negative
“Choose Peec AI if you want a more affordable, marketer-friendly starter that still monitors ChatGPT, Perplexity, Gemini and other answer engines” Muse Glimmer 30B · direct prompt · first choice
“Start with SE Visible at $99/month ... or Peec AI if you prefer more hands-on control and broader engine coverage” Kimi K2 · paraphrase prompt · first choice
“If you want an affordable, standalone tool that your whole team can easily use: Go with Peec AI.” Gemini 3.5 Flash · paraphrase prompt · first choice
What the models said about HubSpot AEO Grader
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Best accessible starting point: HubSpot AEO ... "Best for: SMBs and mid-market companies looking for an accessible, affordable way to get started with AEO."” Muse Glimmer 30B · paraphrase prompt · first choice
“For most mid-market B2B companies, I'd recommend HubSpot AEO as the starting point” DeepSeek V4 Flash · direct prompt · first choice
“If you already use HubSpot for CRM and Marketing: Go with HubSpot AEO.” Gemini 3.5 Flash · paraphrase prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.