Hugging Face's logo

Datasets:
Karmane
/
appsumo-ai-lifetime-deals-market-intelligence

Tasks:
Tabular Classification
Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
< 1K
Tags:
pandas
dataframe
generated
tabular
appsumo
ai-tools
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community

You need to agree to share your contact information to access this dataset

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

This dataset requires a paid license. Please purchase access at the link below and provide your Hugging Face username. Once purchased, submit an access request on this page. Access is granted manually.

Log in or Sign Up to review the conditions and access this dataset content.

AppSumo AI Lifetime Deals Market Intelligence

This dataset packages 126 current AppSumo AI listings into one analysis-ready table for SaaS competitive research, affiliate monitoring, pricing analysis, and marketplace intelligence.

It starts from AppSumo's live AI collection and captures public pricing, discount depth, review counts, category labels, buyer-persona fields, integrations, plan signals, and urgency metadata so analysts can compare active AI offers without manually copying dozens of marketplace pages.

Current snapshot highlights:

  • Marketing & sales is the largest visible AppSumo AI category in this snapshot
  • Median visible default price is $59.00
  • Median review count is 44, with the largest listing at 901 reviews

Use cases

  • Benchmark current AppSumo AI pricing, discounts, ratings, and review density by category
  • Screen which integrations and buyer personas appear most often in stronger-performing live deals
  • Build internal dashboards for affiliate scouting, deal ranking, or SaaS offer monitoring
  • Track how live AI deals are positioned across Operations, Marketing & Sales, Media Tools, and other AppSumo lanes

Dataset Preview

record_id deal_id slug public_name deal_url collection_page collection_position collection_rank source_query partner_name listing_type browse_deal_status value_prop story_subheader story_meta_title card_description story_snippet_text story_body_text story_highlights_pipe story_images_count taxonomy_group taxonomy_category taxonomy_subcategory taxonomy_product_tag best_for_pipe alternative_to_pipe integrations_pipe features_pipe categories_pipe os_pipe badge_text is_marketplace is_labs is_free is_active has_started has_ended is_ending_soon buy_button_is_coming_soon buy_button_is_last_call buy_button_is_early_access uses_codes codes_remaining percent_claimed refundable_days social_proof_text review_count average_rating questions_total top_review_rating_mean top_review_upvotes_total top_review_titles_pipe reviews_summary_text plan_count active_plan_count max_tier plan_names_pipe plan_types_pipe plan_price_points_usd_pipe plan_original_prices_usd_pipe plan_feature_counts_pipe default_price_usd default_original_price_usd min_price_usd max_price_usd max_discount_pct entry_tier_value_ratio plan_feature_matrix_width market_signal_score source_collection_url source_domain last_collected_at
appsumo-gspeech 254293 gspeech GSpeech https://appsumo.com/products/gspeech/ 1 8 8 sort=rating select current Narrate any text content with AI Convert any text content into engaging audio with this realistic AI voice generator Convert any text content into engaging audio with this realistic AI voice generator {'highlight': 'Convert any text content into audio using a library of 230+ voices and 100+ pre-made... [147 more chars] 4 Software Marketing & sales Content marketing Content marketing Bloggers | Content creators | Marketing agencies Speechelo Google | Shopify | Squarespace | Wix | WordPress AI Browser-based False False False False True False False False False False False 0 -1 45 4.98 4.98 0 GSpeech is highly praised for its exceptional audio quality, extensive multilingual support, and att... [384 more chars] 1 1 Lifetime Deal 69 0 69 99 69 69 1.4348 9 59 https://appsumo.com/collections/features/ai/ appsumo.com 2026-06-03 14:08:26+00:00
appsumo-nativerest 202572 nativerest NativeRest https://appsumo.com/products/nativerest/ 1 7 7 sort=price_low marketplace current Create, debug and test your API with a fast and lightweight API-client for Windows, macOS and Linux Create, debug and test your API with a fast and lightweight API-client for Windows, macOS and Linux {'highlight': 'High-performance Windows, macOS and Linux REST client with offline mode, proxy server... [206 more chars] 5 Software Development & IT Development tools Development tool Developers | Freelancers | QA API | GPT-4 | OpenAI | Rest API AI Windows | macOS | Linux True False False False True False False False False False True 7165 -1 31 4.97 4.97 0 'Customers appreciate NativeRest for its speed, lightweight interface, and offline capabilities. Som... [305 more chars] 1 1 Lifetime Deal 19 0 19 199 19 19 10.4737 11 59 https://appsumo.com/collections/features/ai/ appsumo.com 2026-06-03 14:08:26+00:00
appsumo-social-media-canva-template-bundle 31990 social-media-canva-template-bundle Social Media Canva Template Bundle https://appsumo.com/products/social-media-canva-template-bundle/ 1 17 17 sort=rating marketplace current 500+ Canva Templates To Create High Quality Social Media Posts & Carousels 500+ Canva Templates To Create High Quality Social Media Posts & Carousels 5 Templates Social media Social media template Social media template Content creators | Course creators | Solopreneurs ClickFunnels Canva AI content | design | social-media Browser-based | Android | iOS True False False False True False False False False False True 4357 -1 31 5 5 0 Customers are all about the Social Media Canva Template Bundle, praising its variety of templates, e... [405 more chars] 1 1 Lifetime Deal 59 0 59 149 59 59 2.5254 10 59 https://appsumo.com/collections/features/ai/ appsumo.com 2026-06-03 14:08:26+00:00
appsumo-webabilityio 238754 webabilityio WebAbility.io https://appsumo.com/products/webabilityio/ 1 2 2 category=development-it&sort=recommended marketplace current The AI-powered accessibility widget that brings your website into ADA, AODA & WCAG compliance The AI-powered accessibility widget that brings your website into ADA, AODA & WCAG compliance {'highlight': 'Bring your website into ADA, AODA, and WCAG compliance with an AI-driven widget', 'is... [152 more chars] 5 Software Development & IT Development tools Development tool Ecommerce | Small businesses | Web design agencies GoHighlevel | Shopify | Webflow | Wix | WordPress AI | CNAME Windows | macOS | Linux | Browser-based | Android | iOS | ChromeOS True False False False True False False False False False True 540 -1 24 5 5 0 WebAbility.io has received high praise for its AI-powered accessibility widget, which has been instr... [441 more chars] 1 1 Lifetime Deal 59 0 59 240 59 59 4.0678 5 59 https://appsumo.com/collections/features/ai/ appsumo.com 2026-06-03 14:08:26+00:00
appsumo-reoon-email-verifier 161791 reoon-email-verifier Reoon Email Verifier https://appsumo.com/products/reoon-email-verifier/ 1 12 12 default select current Protect your email server's reputation The most accurate email validation service that cleans invalid, temporary & unsafe email addresses The most accurate email validation service that cleans invalid, temporary & unsafe email addresses Imagine this: you're a solopreneur, juggling a million tasks while trying to grow your business. You... [1,496 more chars] {'highlight': 'Email verification tool makes it super simple to verify or validate your email list w... [199 more chars] 5 Software Marketing & sales Email marketing Email marketing Marketers | Marketing agencies | Small businesses Hunter.io | ZeroBounce Excel | Rest API | WordPress AI Browser-based False False False False True False False False False False True 241 -1 751 4.93 4.93 0 Reoon Email Verifier has received positive feedback from customers, who appreciate its accuracy, fas... [531 more chars] 1 1 Lifetime Deal 79 0 79 418.5 79 79 5.2975 3 58 https://appsumo.com/collections/features/ai/ appsumo.com 2026-06-03 14:08:26+00:00

Access Requirements (Paid Dataset)

This dataset is behind manual gated access.

To obtain access:

  1. Purchase the dataset here:
    https://thearticulated.gumroad.com/l/appsumo-ai-lifetime-deals-market-intelligence

  2. Provide your Hugging Face username at checkout.

  3. Return to this Hugging Face page and click:
    "Request Access"

  4. Your access will be approved within 1-12 hours.

Once approved, you can use the Python snippet at the bottom of this README to load the dataset.

Dataset Structure

Total rows: 126

Total columns: 72

Splits

  • data: 126 rows

Data Files

  • data: data/data.parquet

Data Dictionary

The table below describes the columns included in this dataset.

column pandas_dtype dataset_type description
record_id object string Text column. Stable row identifier derived from the AppSumo product slug.
deal_id Int64 integer Whole-number numeric column. Numeric AppSumo deal identifier for the listing.
slug object string Text column. AppSumo product slug used in the product-page URL.
public_name object string Text column. Customer-facing product name displayed on AppSumo.
deal_url object string Text column. Canonical AppSumo product URL for the listing.
collection_page Int64 integer Whole-number numeric column. AppSumo page number when available. Query-derived discovery slices use 1 because AppSumo serves each filtered slice as a first-page result set.
collection_position Int64 integer Whole-number numeric column. 1-based position of the listing within the discovery slice that surfaced it first.
collection_rank Int64 integer Whole-number numeric column. 1-based rank within the discovery slice that surfaced the listing first.
source_query object string Text column. Short identifier for the discovery query variant that first surfaced the listing during collection.
partner_name object string Text column. Vendor or partner name shown on the product page.
listing_type object string Text column. AppSumo listing type value such as marketplace or standard deal.
browse_deal_status object string Text column. Browse-state label shown on the collection page such as current.
value_prop object string Text column. Short high-level value proposition shown on the collection card or story header.
story_subheader object string Text column. Main product subheader shown on the AppSumo product page.
story_meta_title object string Text column. Story metadata title exposed in the product page payload when available.
card_description object string Text column. Card-level descriptive sentence used in AppSumo browse surfaces.
story_snippet_text object long text Free-text column containing longer text values. Normalized lead-in sales-copy snippet from the product page body.
story_body_text object string Text column. Normalized plain-text body extracted from the product-page story HTML.
story_highlights_pipe object long text Free-text column containing longer text values. Pipe-delimited key highlight bullets from the AppSumo story payload.
story_images_count Int64 integer Whole-number numeric column. Count of product-story images exposed in the AppSumo payload.
taxonomy_group object string Text column. Top-level AppSumo taxonomy group such as software.
taxonomy_category object string Text column. AppSumo category assigned to the listing.
taxonomy_subcategory object string Text column. AppSumo subcategory assigned to the listing.
taxonomy_product_tag object string Text column. AppSumo product-tag label assigned to the listing.
best_for_pipe object string Text column. Pipe-delimited buyer personas or best-for audiences listed by AppSumo.
alternative_to_pipe object string Text column. Pipe-delimited alternative products referenced on the listing.
integrations_pipe object string Text column. Pipe-delimited integrations declared on the listing.
features_pipe object string Text column. Pipe-delimited AppSumo feature labels declared on the listing.
categories_pipe object string Text column. Pipe-delimited AppSumo category chips such as Generative AI or SEO.
os_pipe object string Text column. Pipe-delimited operating systems or delivery platforms listed by AppSumo.
badge_text object string Text column. AppSumo badge text when the listing has a visible badge such as Select or Plus Exclusive.
is_marketplace boolean boolean True/false column. Boolean flag indicating the listing is marked as an AppSumo marketplace item.
is_labs boolean boolean True/false column. Boolean flag indicating the listing is marked as an AppSumo Labs item.
is_free boolean boolean True/false column. Boolean flag indicating the listing is free instead of paid.
is_active boolean boolean True/false column. Boolean flag indicating the listing was active at collection time.
has_started boolean boolean True/false column. Boolean flag indicating the listing had started at collection time.
has_ended boolean boolean True/false column. Boolean flag indicating the listing had ended at collection time.
is_ending_soon boolean boolean True/false column. Boolean flag indicating AppSumo marked the listing as ending soon.
buy_button_is_coming_soon boolean boolean True/false column. Boolean flag indicating AppSumo marked the listing as coming soon.
buy_button_is_last_call boolean boolean True/false column. Boolean flag indicating AppSumo marked the listing as last call.
buy_button_is_early_access boolean boolean True/false column. Boolean flag indicating AppSumo marked the listing as early access.
uses_codes boolean boolean True/false column. Boolean flag indicating the listing relies on redeemable codes.
codes_remaining Int64 integer Whole-number numeric column. Remaining code count exposed by AppSumo when available.
percent_claimed float64 float Decimal numeric column. Percent of available inventory claimed when AppSumo exposes that metric.
refundable_days Int64 empty Column contains no non-null values. Money-back guarantee or refund-window days exposed on the product page.
social_proof_text object string Text column. Short social-proof or demand text exposed on the product page when available.
review_count Int64 integer Whole-number numeric column. Review count exposed on the AppSumo collection or product payload.
average_rating float64 float Decimal numeric column. Average AppSumo rating exposed on the collection or product payload.
questions_total Int64 empty Column contains no non-null values. Total question count exposed on the product page.
top_review_rating_mean float64 float Decimal numeric column. Average rating across the top review comments loaded with the product page.
top_review_upvotes_total Int64 integer Whole-number numeric column. Total upvotes across the top review comments loaded with the product page.
top_review_titles_pipe object string Text column. Pipe-delimited titles of the currently loaded top review comments.
reviews_summary_text object long text Free-text column containing longer text values. AppSumo-generated review-summary paragraph shown on the listing when available.
plan_count Int64 integer Whole-number numeric column. Number of pricing plans currently exposed on the product page.
active_plan_count Int64 integer Whole-number numeric column. Count of active pricing plans currently exposed on the product page.
max_tier Int64 empty Column contains no non-null values. Highest numeric tier number exposed among the listing plans when available.
plan_names_pipe object string Text column. Pipe-delimited pricing-plan public names such as License Tier 1 or Tier 3.
plan_types_pipe object string Text column. Pipe-delimited plan types such as Lifetime Deal.
plan_price_points_usd_pipe object float-like string Stored as text, but values appear to represent decimal numbers. Pipe-delimited active plan price points in US dollars.
plan_original_prices_usd_pipe object string Text column. Pipe-delimited original list prices in US dollars for each plan when available.
plan_feature_counts_pipe object boolean-like string Stored as text, but values appear to represent true/false values. Pipe-delimited counts of plan-specific features listed under each pricing tier.
default_price_usd float64 float Decimal numeric column. Default plan price in US dollars from the product page payload.
default_original_price_usd float64 float Decimal numeric column. Default plan original price in US dollars before discount.
min_price_usd float64 float Decimal numeric column. Lowest active price among the exposed plans in US dollars.
max_price_usd float64 float Decimal numeric column. Highest active price among the exposed plans in US dollars.
max_discount_pct float64 empty Column contains no non-null values. Largest discount percentage implied by current versus original plan prices.
entry_tier_value_ratio float64 float Decimal numeric column. Default original price divided by default current price as a simple perceived-value ratio.
plan_feature_matrix_width Int64 integer Whole-number numeric column. Count of unique comparison-table features exposed in the AppSumo plan matrix.
market_signal_score Int64 integer Whole-number numeric column. Heuristic 0-100 score combining review density, rating, pricing breadth, and urgency signals for quick ranking.
source_collection_url object string Text column. Public AppSumo AI collection page used as the dataset discovery source.
source_domain object string Text column. Source domain used for the listing.
last_collected_at datetime64[ns, UTC] datetime Date or timestamp column. UTC timestamp when the listing row was collected for this dataset build.

Intended Use

This dataset is intended for research, experimentation, analysis, and model prototyping.

Loading the Dataset 


import os
from datasets import load_dataset

HUGGINGFACE_API_KEY_KARMANE = os.environ.get("HUGGINGFACE_API_KEY_KARMANE")

dataset = load_dataset(
    "Karmane/appsumo-ai-lifetime-deals-market-intelligence",
    token=HUGGINGFACE_API_KEY_KARMANE,
)

print(dataset)
print(dataset[list(dataset.keys())[0]][0])

# getting the DataFrame itself
# df = dataset[list(dataset.keys())[0]].to_pandas()

Karmane. (2025). AppSumo AI Lifetime Deals Market Intelligence. Hugging Face. https://huggingface.co/datasets/Karmane/appsumo-ai-lifetime-deals-market-intelligence
Downloads last month
18
Total file size:
208 kB