Guide Labs vs Reducto

Side-by-side comparison of AI visibility scores, market position, and capabilities

Reducto leads in AI visibility (78 vs 38)
Guide Labs logo

Guide Labs

EmergingInfrastructure

Cloud Services

SF YC W24 interpretable foundation models with auditable AI reasoning; $9.3M seed Nov 2024 (Initialized Capital/Tectonic/Pioneer/YC/E14) competing with Fiddler AI for enterprise explainable AI required by EU AI Act and regulated industry deployments.

AI VisibilityBeta
Overall Score
D38
Category Rank
#258 of 305
AI Consensus
80%
Trend
stable
Per Platform
ChatGPT
36
Perplexity
43
Gemini
43

About

Guide Labs is a San Francisco-based interpretable AI company — backed by Y Combinator (W24) with $9.3 million in seed funding in November 2024 led by Initialized Capital with Tectonic Ventures, Lombard Street Ventures, Pioneer Fund, Y Combinator, and E14 Fund — providing enterprises and AI developers with foundation models and AI systems that can reliably explain their reasoning in a way that is easy to audit, steer, and understand. Founded in 2022 with an 8-person team, Guide Labs addresses the enterprise AI deployment barrier where organizations cannot adopt AI for high-stakes decisions (healthcare diagnosis, credit underwriting, legal analysis, regulatory compliance) because black-box AI outputs — however accurate — cannot be explained to regulators, auditors, or affected individuals in a legally and operationally sufficient way.

Full profile
Reducto logo

Reducto

LeaderInfrastructure

Cloud Services

SF AI document parsing API processing 1B+ pages monthly at 20%+ higher accuracy than AWS/Google/Microsoft; $108M total ($75M a16z Series B Oct 2025) serving Scale AI, Harvey, and Fortune 10 for enterprise document intelligence.

AI VisibilityBeta
Overall Score
B78
Category Rank
#27 of 305
AI Consensus
88%
Trend
stable
Per Platform
ChatGPT
81
Perplexity
82
Gemini
79

About

Reducto is a San Francisco-based AI document intelligence company — backed by $108 million in total funding including a $75 million Series B led by Andreessen Horowitz in October 2025, plus a $24.5 million Series A from Benchmark in April 2025 and an $8.4 million seed from First Round Capital, Y Combinator, BoxGroup, SV Angel, and Liquid2 in October 2024 — providing enterprises and AI development teams with the most accurate document parsing API available for extracting structured data from PDFs, scanned documents, spreadsheets, and unstructured files at human-level reading accuracy. Reducto processes over one billion pages monthly for thousands of customers including Scale AI, Harvey, Rogo, Fortune 10 enterprises, global financial institutions, and Big Four accounting firms — delivering 20%+ higher extraction accuracy than AWS Textract, Google Document AI, and Microsoft Azure Form Recognizer.

Full profile

AI Visibility Head-to-Head

38
Overall Score
78
#258
Category Rank
#27
80
AI Consensus
88
stable
Trend
stable
36
ChatGPT
81
43
Perplexity
82
43
Gemini
79
40
Claude
77
37
Grok
80

Key Details

Category
Cloud Services
Cloud Services
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Shared
Cloud Services

Integrations

Only Reducto

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.