YC AI visibility / Winter 2018

Most AI-visible companies in YC Winter 2018

We scored 26 active B2B and fintech companies from Y Combinator's Winter 2018 batch on how easily ChatGPT, Perplexity, Claude and AI agents can find, understand and use them. CaptivateIQ leads with 95/100. Data from our crawl on October 18, 2026; scores are a homepage snapshot, not live.

79

Winter 2018 average score

77

All-YC average (+2 for this batch)

69%

of this batch have no llms.txt (all YC: 55%)

#CompanyScoreCrawlersContentSchemaAgents
1CaptivateIQ
captivateiq.com
959510010083
1Quantstamp
quantstamp.com
951009410083
3BioRender
biorender.com
93959410083
3Veriff
veriff.com
93959410083
5Draftbit
draftbit.com
9110068100100
5Treasury Prime
treasuryprime.com
91899610083
5Worklytics
worklytics.co
91958710083
8Aspire
aspireapp.com
871008310064
9Assembly
assembly.com
861009410047
10Runa
runahr.com
85957810071
11Swayable
swayable.com
84929410047
12Anjuna
anjuna.io
83959810035
12tEQuitable
tequitable.com
8395948847
14Observe.AI
observe.ai
81959310035
14Simetrik
simetrik.com
8195856764
16Cognition IP
cognitionip.com
7795848835
16Fondo
fondo.com
771001002047
16Nuvocargo
nuvocargo.com
77958310026
16SafetyWing
safetywing.com
77958310026
20Shogun
getshogun.com
75100942047
21Vanta
vanta.com
7095812047
22Tilt (f.k.a. Delphia)
tilt.io
679587835
23Glowing.io
glowing.io
628974838
24ErudiFi
erudifi.com
538953826
24Meitre
meitre.com
5310038826
26Observant AI
observantai.com
4889312026

Sub-scores: Crawlers = AI crawler access, Content = answer-engine content, Schema = structured data, Agents = agent readiness (llms.txt, API/MCP). Ties share a rank.

YC Winter 2018 vs all of YC

AreaWinter 2018All YC
Overall score7977
AI crawler access9593
Answer-engine content8382
Structured data7162
Agent readiness5356

Most common gaps in YC Winter 2018

No discoverable API or MCP for agents88% (all YC: 87%)
No llms.txt69% (all YC: 55%)
No question & answer content62% (all YC: 71%)
Weak or missing meta description38% (all YC: 32%)
Pricing not machine-readable38% (all YC: 40%)
No product / organization schema35% (all YC: 46%)
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Show your rank in YC Winter 2018

Add a badge to your site, docs or README that links to this leaderboard. Replace captivateiq.com with your domain, or copy the ready-made snippet from your company's page. Example for CaptivateIQ:

YC Winter 2018 · AI visibility #1 of 26
HTML
<a href="https://getrankroot.com/yc/winter-2018"><img src="https://getrankroot.com/api/badge/yc?domain=captivateiq.com" alt="YC Winter 2018 · AI visibility #1 of 26" height="20"></a>
Markdown
[![YC Winter 2018 · AI visibility #1 of 26](https://getrankroot.com/api/badge/yc?domain=captivateiq.com)](https://getrankroot.com/yc/winter-2018)

Other YC batches

All YC companiesFall 2026Summer 2026Spring 2026Winter 2026Fall 2025Summer 2025Spring 2025Winter 2025Fall 2024Summer 2024Winter 2024Summer 2023Winter 2023Summer 2022Winter 2022Summer 2021Winter 2021Summer 2020Winter 2020Summer 2019Winter 2019Summer 2018Summer 2017Winter 2017Summer 2016Winter 2016Summer 2015Winter 2015Summer 2014Winter 2014Summer 2013Winter 2013Summer 2012Winter 2012Summer 2011Winter 2011

Methodology: how the YC dataset was built. Batch labels come from Y Combinator's public directory; RankRoot is not affiliated with Y Combinator.