datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
SaaSBench
SaaSBench — task inputs
Per-task inputs for the SaaSBench agent benchmark (30 self-contained tasks,
each derived from a real open-source SaaS project). Each task ships:
task.md — the natural-language product requirements document (PRD).
knowledge_base.json — clarifications for ambiguous PRD points.
The evaluation harness lives on GitHub; this dataset only hosts the task inputs.
Load as a dataset (one row per task)
from datasets import load_dataset
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/SaaSBench/SaaSBench.saas-companies
SaaS Companies Dataset
This dataset contains a list of 500 Software as a Service (SaaS) companies, providing a valuable resource for those interested in the SaaS industry. The dataset includes essential information such as the company's name, website, type of service, industry category, relevant keywords, and a brief description.
Dataset Overview
Number of Companies: 500
Data Format: CSV
Fields Included:
Name: The name of the company.
URL: The website URL of the company.… See the full description on the dataset page: https://huggingface.co/datasets/company-enrich/saas-companies.saas-product-support-sharegpt-1k
SaaS/Tech Product Support — Multi-Turn SFT Dataset
A domain-specific supervised fine-tuning dataset for
SaaS and tech product support conversations, built for
LLM fine-tuning and instruction tuning.
Dataset Summary
This dataset contains 1,200 multi-turn English conversations
between a customer and a support agent, covering common
SaaS/tech support scenarios: bug reports, billing issues,
API errors, authentication problems, onboarding blockers,
integration failures… See the full description on the dataset page: https://huggingface.co/datasets/Dang-DN-VN/saas-product-support-sharegpt-1k.pine-computer-saasbench-results
Pine Computer — SaaSBench Evaluation Results
Pine Computer · Pine AI
Task-level results and evidence hashes for Pine Computer on SaaS-Bench. Raw traces and screenshots remain private. Separate releases retain their own task versions, selection rules and benchmark suite; they are not pooled.
Latest: SaaS-Bench 1.1 · September 18–19, 2026
78.33% checks passed · 29/106 tasks fully resolved (27.36%) · 106/106 tasks with valid results.
The checkpoint numerator is 1,077… See the full description on the dataset page: https://huggingface.co/datasets/pine-ai/pine-computer-saasbench-results.offline-micro-saas-catalog
📦 SaveDollars.store — Offline Micro SaaS & Autonomous AI Software Catalog
This dataset contains structured product metadata, architecture specifications, pricing, and documentation for 96 standalone offline Micro SaaS applications, autonomous AI agent command centers, and business operating systems published by SaveDollars.store.
📊 Dataset Structure (catalog.json)
Each record represents a production-ready, subscription-free software package:
{
"id": 75809… See the full description on the dataset page: https://huggingface.co/datasets/SaveDollars/offline-micro-saas-catalog.saas-erp-support-ru-train-v13
Capstone support: F training shards
Train-only synthetic Russian SaaS / fictional ERP / telecom scenarios:
430 dialogues, 1113 target turns, 13 local JSONL shards. No real company or customer data.
No validation/test split is published here. Files preserve project-relative paths
under data/quality90_v1/train; restore those paths in a checkout to reuse them.
Each dialogue contains context and turn-level target labels/replies. The exact
file list and SHA-256 hashes are in… See the full description on the dataset page: https://huggingface.co/datasets/AkanaYB/saas-erp-support-ru-train-v13.synthetic-b2b-saas-support-dialogues-sample
Synthetic B2B SaaS Support Dialogues (Sample)
Free sample: 100 dialogues from a larger dataset of 484 synthetic customer support conversations for B2B SaaS products.
What's inside
100 complete dialogues (6–8 messages each)
7 issue categories: auth, billing, integration, data, account, technical, onboarding
Rich metadata: resolution_status, customer_sentiment, agent_actions, escalation_needed
Realistic technical details: error codes, URLs, button names, account… See the full description on the dataset page: https://huggingface.co/datasets/Jurgen1161/synthetic-b2b-saas-support-dialogues-sample.saas-chatbot-v4
SaaS Chatbot V4 Dataset
Multi-industry, multilingual conversational dataset for fine-tuning LLMs as SaaS AI chatbot agents with tool calling.
Stats
Metric
Value
Train
4,043
Test
450
Total messages
64,645
Avg msgs/conv
14.4
Think blocks
29,345 (21% empty)
Tool calls
15,215
Tool responses
15,387
Industries (8)
E-commerce (1,301), Travel (641), Services (504), Food (490), Beauty (478), Healthcare (404), Education (357), Real Estate… See the full description on the dataset page: https://huggingface.co/datasets/huutho13254/saas-chatbot-v4.saas-price-observatory
Ownware SaaS Price Observatory
What it is. 146 verified, dated, source-linked list prices for 143 hosted business-software vendors
(invoicing, booking, POS, CMMS, HR, compliance, queueing, inventory and more), as read from each vendor's own pricing
page. Every row carries the vendor's URL, a verbatim quote of the figure, the date it was read, and a note on any
assumption (seat baseline, billing period). Rows where a vendor publishes no price are recorded as exactly that
("No… See the full description on the dataset page: https://huggingface.co/datasets/Ownware/saas-price-observatory.blackchamber-saas-companies
SaaS Companies Dataset
This dataset contains a list of 500 Software as a Service (SaaS) companies, providing a valuable resource for those interested in the SaaS industry. The dataset includes essential information such as the company's name, website, type of service, industry category, relevant keywords, and a brief description.
Dataset Overview
Number of Companies: 500
Data Format: CSV
Fields Included:
Name: The name of the company.
URL: The website URL of the company.… See the full description on the dataset page: https://huggingface.co/datasets/JohnEarle/blackchamber-saas-companies.NOBLE-b2b-saas-cs-starter-300
NOBLE — B2B SaaS Customer Support Dataset
300 synthetic B2B SaaS customer-support scenarios in JSONL.
Each entry includes:
Scenario (realistic B2B CS prompts)
A / B / C responses
A: long-form, metaphor-rich “raw” response (tone variety)
B: structured, practical support response (refined from A)
C: plain, modern, no-metaphor version (short, direct)
Tags / Signals / QA metadata (for filtering, evaluation, training)
Coverage
Billing · Access & MFA/SSO · Account… See the full description on the dataset page: https://huggingface.co/datasets/nowsika/NOBLE-b2b-saas-cs-starter-300.saas-applications
Source & Attribution
This dataset is derived from resmoio/app-catalog
(MIT License, © Resmo Inc.), reformatted and enriched for IT & Security analysis.
saas-taglines-rated
saas-taglines-rated
158 SaaS hero taglines scraped from real landing pages across ~14 verticals
(dev tools, fintech, AI, data, security, marketing, …), each rated 1-5 on a
tagline-quality rubric by an LLM judge.
Fields (JSONL): company, vertical, tagline, subtitle, confidence,
quality (1-5), quality_reasons.
Rubric dimensions: value-over-category, differentiation, clarity, memorability,
resonance/ambition. Category labels score low by principle.
License: CC-BY-4.0.
saasbencharena