Peec AI vs Conductor
Gane, the publisher, sells software in this category. Every product here is measured by the same method as in every other category. How the conflict is handled.
Ten of fourteen models named Peec AI first on the direct prompt; zero named Conductor. Peec AI was named by fourteen of the fourteen models and Conductor by nine and Peec AI carries 43 labels and Conductor 14, so the shares are not directly comparable.
Named in two categories this edition.
New York City, 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 modelsConductor
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 Conductor first choice named as an alternative argued againstblank: not namedEach cell is one answer, Peec AI on the left and Conductor on the right.The direct prompt
Peec AI first, Conductor not the choice
10 of 14 modelsConductor was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 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
Peec AI11%#2 of 8Conductor—not namedPeec AI24%#1 of 10Conductor2%#7 of 10What 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 eight in this category shown.
“some tools to be cautious about or avoid include Otterly, HubSpot AEO Grader, and Peec AI” Llama 4 Maverick · negative prompt · hard negative
“Peec, for instance, documents prompt-level answers and sources; that kind of inspectability is useful, but still doesn't make its score a measure of total real-world AI exposure.” GPT-6 Luna · negative prompt · soft negative
“Most AI visibility tools like Profound, Peec, and AirOps will automatically recommend prompts to track, but these are rarely what you should focus on.” Muse Glimmer 30B · negative prompt · soft negative
“Start with Peec AI ($95/month). It hits the sweet spot of price, engine coverage, unlimited seats, and actionable analytics” Kimi K2 · direct prompt · first choice
“Choose Peec AI if you want dedicated AI visibility analytics with strong prompt, citation, and sentiment tracking.” GPT-5.4 mini · comparative prompt · first choice
“My default pick: Peec AI for a mid-market B2B marketing team that wants a dedicated, self-serve tracker.” GPT-6 Luna · direct prompt · first choice
What the models said about Conductor
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Enterprise-priced ($50k+), overkill for mid-market” DeepSeek V4 Flash · direct prompt · hard negative
“without the enterprise overhead of tools like BrightEdge or Conductor” Grok 4.20 · paraphrase prompt · soft negative
“Enterprise | Profound, Scrunch AI, Conductor, Botify | 500+ person orgs needing compliance, scale, and dedicated support” Kimi K2 · scale prompt · first choice
“Choose Profound or Conductor if you have a large budget and need comprehensive, multi-language, multi-engine data” Qwen 3.7 Flash · comparative 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.