Talent intelligence · November 2026 Edition
SeekOut Recruit vs Lessie AI
Eight of fourteen models named SeekOut Recruit first on the direct prompt; one named Lessie AI. SeekOut Recruit was named by fourteen of the fourteen models and Lessie AI by eight and SeekOut Recruit carries 45 labels and Lessie AI 10, so the shares are not directly comparable.
SeekOut Recruit
accepted challengerNamed in one category this edition.
Named in two categories this edition.
First-choice share21%13%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate18%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 15; printed, not drawn.
Labels4510A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, SeekOut Recruit reading right to left. Rank and label count are printed, not drawn.SeekOut Recruit vs Pin · SeekOut Recruit vs Eightfold AI · SeekOut Recruit vs hireEZ
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 talent intelligence page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
SeekOut RecruitFirst choices, of fourteen modelsLessie AI
Direct81
Paraphrase101 against SeekOut Recruit
Comparative00
Budget-constrained064 against SeekOut Recruit
Scale-constrained20
Negative003 against SeekOut Recruit
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where SeekOut Recruit and Lessie AI stood in it.
| Model | DirectSR | ParaphraseSR | ComparativeSR | Budget-constrainedSR | Scale-constrainedSR | NegativeSR |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | SR | SR | ||||
| Gemini 3.5 Flash | SR | SR | SR | SR | ||
| Perplexity Sonar | SR | SR | | SR | ||
| Grok 4.20 | SR | SR | SR | SR | SR | SR |
| Mistral Small | SR | SR | SR | SR | ||
| DeepSeek V4 Flash | SR | SR | | SR | ||
| Llama 4 Maverick | SR | |||||
| Qwen 3.7 Flash | SR | SR | SR | SR | ||
| Kimi K2 | SR | SR | ||||
| GLM 4.7 FlashX | SR | SR | SR | |||
| MiniMax M2.5 | SR | SR | SR | |||
| GPT-6 Luna | SR | |||||
| Muse Glimmer 30B | SR | SR | SR |
SR SeekOut Recruit Lessie AISR first choiceSR named as an alternativeSR argued againstblank: not namedEach cell is one answer, SeekOut Recruit on the left and Lessie AI on the right.
Lessie AISR first choiceSR named as an alternativeSR argued againstblank: not namedEach cell is one answer, SeekOut Recruit on the left and Lessie AI on the right.The direct prompt
The plain question, one answer per model, grouped by where SeekOut Recruit and Lessie AI stood in it.
SeekOut Recruit first, Lessie AI an alternative
8 of 14 modelsLessie AI was named in the answer but not as the choice, or not at all.GPT-5.4 miniSeekOut Recruit alternatives: Eightfold AI, hireEZ
Mistral SmallEightfold AI, SeekOut Recruit alternatives: Sapia.ai, iCIMS Talent Cloud
DeepSeek V4 FlashSeekOut Recruit alternatives: Gem, hireEZ
Kimi K2Pin, SeekOut Recruit alternatives: Ashby, Greenhouse
GLM 4.7 FlashXSeekOut Recruit alternatives: Ceipal, Talent.ai
MiniMax M2.5Greenhouse, SeekOut Recruit alternatives: Eightfold AI, hireEZ
GPT-6 LunaSeekOut Recruit alternatives: Lightcast
Muse Glimmer 30BSeekOut Recruit alternatives: Eightfold AI, Lessie AI, hireEZ
Lessie AI first, SeekOut Recruit an alternative
1 of 14 modelsSeekOut Recruit was named in the answer but not as the choice, or not at all.Qwen 3.7 FlashLessie AI, hireEZ alternatives: Gem, SeekOut Recruit
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.Gemini 3.5 FlashFindem alternatives: Gem, Loxo, SeekOut Recruit
Perplexity SonarhireEZ alternatives: Gem, SeekOut Recruit
Grok 4.20Loxo alternatives: Eightfold AI, Gem, SeekOut Recruit
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Arya, Pin alternatives: 365Talents, Eightfold AI, Gem, Loxo, iCIMS Talent Cloud
Llama 4 Maverickno first choice
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Lessie AI leads by nine points.
Lessie AI10%#5 of 18SeekOut Recruit2%#11 of 18
The full small business standing →Mid-marketThe figures above
The order flips: SeekOut Recruit leads at mid-market.
SeekOut Recruit21%#1 of 15
Lessie AI13%#2 of 15Enterprise
Lessie AI is not named for this buyer.
SeekOut Recruit4%#3 of 11
Lessie AI—not namedWhat the models said about SeekOut Recruit
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid enterprise-heavy options like Eightfold AI, SeekOut, Beamery” Grok 4.20 · budget prompt · hard negative
“Many talent intelligence tools (e.g., those from SeekOut, Beamery, Phenom, Gloat, Censia, Findem, Visier, or LinkedIn Talent Insights) aggregate data from public sources” Grok 4.20 · negative prompt · soft negative
“SeekOut has notable limitations, such as inconsistent contact data quality and some profiles lacking usable emails” Mistral Small · negative prompt · soft negative
“SeekOut: Excellent for sourcing intelligence, diversity, and market mapping. Strong external data + ATS integration. Good for recruiting-heavy needs; often praised for mid-market pricing and ease.” Grok 4.20 · scale prompt · first choice
“I'd lean SeekOut—because mid-market companies often need the strongest balance of candidate discovery, team usability, and practical recruiting workflows” GPT-5.4 mini · direct prompt · first choice
“1. SeekOut - *Best Overall Value* ... Start with SeekOut if you're primarily focused on sourcing and talent discovery” GLM 4.7 FlashX · direct prompt · first choice
What 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.
“Choose Lessie AI or hireEZ if you want to reduce cost-per-hire and volume-source aggressively... This is the sweet spot for most mid-market B2B firms.” Qwen 3.7 Flash · direct prompt · first choice
“Lessie AI as the "fast, affordable, action-oriented sourcing" pick are the consensus budget options in 2026” Muse Glimmer 30B · budget prompt · first choice
“Start with Lessie AI (free to start, $34.99+/month) for external sourcing” GLM 4.7 FlashX · budget prompt · first choice
Also compared
SeekOut Recruit vs PinSeekOut Recruit vs Eightfold AISeekOut Recruit vs hireEZSeekOut Recruit vs LoxoSeekOut Recruit vs PhenomSeekOut Recruit vs GemLessie AI vs PinLessie AI vs Eightfold AILessie AI vs hireEZLessie AI vs LoxoLessie AI vs PhenomLessie AI vs GemAll twenty-eight head-to-head pages and the full talent intelligence standing
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.