Lessie AI vs SeekOut
One of twelve models named Lessie AI first on the direct prompt; two named SeekOut. Lessie AI was named by eight of the twelve models and SeekOut by twelve and Lessie AI carries 11 labels and SeekOut 31, so the shares are not directly comparable.
Named in two categories this edition.
Named in six categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 talent intelligence page.
By framing
Lessie AIFirst choices, of twelve modelsSeekOut
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 4.1 Fast | | | | |||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | | | ||||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | |
Lessie AI SeekOut first choice named as an alternative argued againstblank: not namedEach cell is one answer, Lessie AI on the left and SeekOut on the right.The direct prompt
Lessie AI first, SeekOut not the choice
1 of 12 modelsSeekOut was named in the answer but not as the choice, or not at all.SeekOut first, Lessie AI not the choice
2 of 12 modelsLessie 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 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 of 12 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
Lessie AI14%#3 of 16SeekOut0%#11 of 16SeekOut5%#2 of 10Lessie AI—not namedWhat the models said about Lessie AI
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“The best talent intelligence platform for a company with a limited budget is Lessie AI, which is free to start” Llama 4 Maverick · budget prompt · first choice
“If budget is the primary constraint, Lessie AI offers the lowest barrier to entry among serious platforms.” Qwen 3.7 Flash · budget prompt · first choice
“The best talent intelligence platform for a mid-market B2B company is Lessie AI” Llama 4 Maverick · direct prompt · first choice
What the models said about SeekOut
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Avoid Eightfold or SeekOut unless you are at the upper end of the mid-market” Qwen 3.7 Flash · direct prompt · hard negative
“Avoid enterprise heavies like Eightfold/SeekOut ($800+/seat, Fortune 500 focus)” Grok 4.1 Fast · direct prompt · hard negative
“Data Integrity & Stale Databases (e.g., SeekOut, hireEZ)... users frequently complain about "stale data"” Gemini 3.5 Flash · negative prompt · soft negative
“If you want one platform for a typical mid-market B2B company, I'd start with SeekOut for external talent intelligence and sourcing.” GPT-5.4 mini · direct prompt · first choice
“I'd recommend starting with SeekOut or hireEZ as they specifically position themselves as talent intelligence platforms” MiniMax M2.5 · direct 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.