Sales coaching and training
Asked as “sales coaching and training platform”, and as “sales onboarding and enablement training tool”, on behalf of a mid-market B2B software company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, six models each.
01The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all six models, for a mid-market B2B software company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the seven products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
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17Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01SalesHood27%
SalesHood27%02Gong10%
Gong10%03MindTickle10%
MindTickle10%04360Learning8%
360Learning8%05Chorus by ZoomInfo4%
Chorus by ZoomInfo4%06Avoma4%
Avoma4%07Spekit4%
Spekit4%08Fathom4%
Fathom4%09Clari Copilot2%
Clari Copilot2%10PitchMonster2%
PitchMonster2%11Allego0%
Allego0%12Salesloft0%
Salesloft0%13Second Nature0%
Second Nature0%14Hyperbound0%
Hyperbound0%15Showpad0%
Showpad0%16Highspot0%
Highspot0%17Seismic0%
Seismic0%02What they warned about
A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Gong29%
12 of 41 labels negative · 7 of 6 models · 3 hard negative
“enterprise sales training and coaching giants like Gong, Mindtickle, or Seismic ... are out of the question” Gemini 3.5 Flash, budget prompt
MindTickle28%
13 of 47 labels negative · 6 of 6 models · 4 hard negative
“giants like Gong, Mindtickle, or Seismic (which often require multi-thousand dollar annual commitments and hefty implementation fees) are out of the question” Gemini 3.5 Flash, budget prompt
Seismic38%
6 of 16 labels negative · 4 of 6 models · 4 hard negative
“Avoid purchasing a massive "do-it-all" enterprise system (like Seismic) unless you have at least one dedicated, full-time Sales Enablement Administrator.” Gemini 3.5 Flash, direct prompt
Chorus by ZoomInfo15%
4 of 26 labels negative · 4 of 6 models · 1 hard negative
“Expensive, enterprise-only pricing with lock-in contracts and quality issues that have led many teams to switch to Gong.” DeepSeek V4 Flash, negative prompt
03What they cite
Citations exist only for the models that return a source list: four of the six in this edition.
Sites the answers cite
21 of 72 answers in this category came back with a source list, from 4 of 6 models: citations where the model returns them, or the search results it consulted. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 174 links across 93 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 2 models searched through a gateway that returned no source list on this edition.
8 answers · 11 citations · 3 models
vendor site · ZoomInfo7 answers · 7 citations · 2 models
vendor site · MindTickle5 answers · 6 citations · 3 models
vendor site · Docebo5 answers · 5 citations · 2 models
vendor site · PitchMonster4 answers · 6 citations · 2 models
vendor site · Autobound4 answers · 4 citations · 2 models
4 answers · 4 citations · 1 model
4 answers · 4 citations · 1 model
vendor site · Guideflow4 answers · 4 citations · 2 models
4 answers · 4 citations · 2 models
3 answers · 3 citations · 2 models
vendor site · Cirrus Insight3 answers · 3 citations · 1 model
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
7 answers · 2 models
6 answers · 3 models
5 answers · 2 models
4 answers · 2 models
4 answers · 1 model
3 answers · 2 models
3 answers · 2 models
3 answers · 2 models
3 answers · 2 models
2 answers · 1 model
04How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ModelDirect“What is the best sales coaching and training platform for a mid-market B2B company?”Paraphrase“Which sales onboarding and enablement training tool would you recommend to a mid-sized B2B company?”Comparative“What are the top sales coaching and training platforms and how do they differ?”Budget-constrained“What is the best sales coaching and training platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a sales coaching and training platform. What should we look at?”Negative“Which sales coaching and training platforms should I avoid or be cautious about?”
Claude Opus 5no first choiceno first choiceno first choiceno first choiceno first choicenothing named
Claude Opus 4.8no first choiceno first choiceno first choiceno first choiceno first choicenothing named
GPT-6 Astrano first choiceno first choiceno first choiceno first choiceno first choicenothing named
GPT-5.6 Solno first choiceno first choiceno first choiceno first choiceno first choicenothing named
Gemini 3.1 Prono first choiceno first choiceno first choiceno first choiceno first choicenothing named
Perplexity Sonar Prono first choiceno first choiceno first choiceno first choiceno first choicenothing named
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
05The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Zero rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
Category-scoped readings
None. Every name in this category resolved on its own.
Unresolved, counted raw
360Learning Team Plan
7th Level Inc
ActionCOACH (Brad Sugars)
Brad Lea (1 Call Closers)
Brian Tracy Programs
Call Optix
Cardone Training Technologies / Cardone University
Clari Copilot / Clari Platform
Closer Fastlane (Robin Temmer)
Coursera
Coursiv
Dale Carnegie Training
EasyCoach (by Easygenerator)
Grant Cardone / Cardone University & 10X
Grant Cardone University / Cardone Sales Training
High Ticket Sales Academy
Hoffman Training
Jordan Belfort's "Straight Line Persuasion"
Lightspeed VT / Brad Lea High Ticket Sales
MIT OpenCourseWare
Mike Barron
NEPQ (Jeremy Miner)
Pipedrive Built-in Onboarding
Prehired
RepVibe
Sales Assembly
Sales Family
Sales Gravy University
Salescamp
She Sells Remote (Shelby Sapp)
Spiky.ai
Straight Line Persuasion (Jordan Belfort)
Tony Robbins Programs
edX
Discontinued, still offered
No shut-down product was recommended here.