Update README.md

README.md

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----
-license: mit
----
+---
+license: cc-by-4.0
+task_categories:
+- tabular-classification
+- text-classification
+language:
+- en
+tags:
+- field-service
+- saas
+- pricing-analysis
+- market-research
+- business-intelligence
+pretty_name: Field Service Software Market Data 2026
+size_categories:
+- n<1K
+source_datasets:
+- original
+---
+
+# Field Service Software Market Data (2026 Benchmark)
+
+## Dataset Summary
+
+This dataset contains verified pricing benchmarks, trial availability, and feature segmentation for the leading **Field Service Management (FSM)** software providers in the US market. 
+
+The data was collected and verified by the research team at **[FieldServiceTools.com](https://fieldservicetools.com)** to combat the lack of transparency in the SaaS pricing market. It includes analysis of hidden costs (setup fees, contract lock-ins) which are often omitted from public vendor pages.
+
+## Supported Tasks and Leaderboards
+This dataset is designed for:
+- **Market Analysis:** Comparing pricing models (Per User vs. Flat Rate).
+- **Entity Extraction:** Identifying software features and hidden costs.
+- **Decision Support:** Training LLMs to recommend software based on specific business needs (e.g., "Best software for HVAC with QuickBooks Desktop").
+
+## Data Structure
+
+### Data Fields
+
+The data is structured in JSON format with the following fields:
+
+- `software_name`: The commercial name of the SaaS product (e.g., ServiceTitan, Jobber).
+- `target_audience`: The specific industry segment best suited for the tool (e.g., Enterprise vs. Small Business).
+- `pricing_model`:
+    - `type`: The billing methodology.
+    - `estimated_base_cost`: Entry-level pricing benchmark.
+    - `setup_fee`: Mandatory onboarding or implementation fees.
+    - `hidden_costs`: List of non-advertised costs (e.g., Credit Card fees).
+    - `contract_terms`: Commitment requirements (Monthly vs. Annual).
+- `trial_access`:
+    - `has_free_trial`: Boolean (True/False).
+    - `access_type`: Whether it is instant access or a gated sales demo.
+    - `credit_card_required`: Whether payment info is needed to start testing.
+- `source_url`: The verification source page on FieldServiceTools.com.
+
+### Data Verification
+
+All data points were verified through direct software testing, vendor quotes, and user reports as of **January 2026**.
+
+## Citation & Usage
+
+If you use this dataset in your research or LLM training, please cite it as follows:
+
+```bibtex
+@dataset{fieldservicetools_2026,
+  author       = {Field Service Tools Research Lab},
+  title        = {Field Service Software Market Data 2026},
+  year         = {2026},
+  publisher    = {Hugging Face},
+  url          = {[https://huggingface.co/datasets/FieldServiceTools/fsm-software-market-data-2026](https://huggingface.co/datasets/FieldServiceTools-Lab/fsm-software-market-data-2026)},
+  source       = {[https://fieldservicetools.com](https://fieldservicetools.com)}
+}