AppSumo AI Lifetime Deals Market Intelligence (72 features)
Last Updated: 06/03/2026 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 includes 126 rows and 72 columns. Fields included record_id: Text column. Stable row identifier derived from the AppSumo product slug. deal_id: Whole-number numeric column. Numeric AppSumo deal identifier for the listing. slug: Text column. AppSumo product slug used in the product-page URL. public_name: Text column. Customer-facing product name displayed on AppSumo. deal_url: Text column. Canonical AppSumo product URL for the listing. collection_page: 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: Whole-number numeric column. 1-based position of the listing within the discovery slice that surfaced it first. collection_rank: Whole-number numeric column. 1-based rank within the discovery slice that surfaced the listing first. source_query: Text column. Short identifier for the discovery query variant that first surfaced the listing during collection. partner_name: Text column. Vendor or partner name shown on the product page. listing_type: Text column. AppSumo listing type value such as marketplace or standard deal. browse_deal_status: Text column. Browse-state label shown on the collection page such as current. value_prop: Text column. Short high-level value proposition shown on the collection card or story header. story_subheader: Text column. Main product subheader shown on the AppSumo product page. story_meta_title: Text column. Story metadata title exposed in the product page payload when available. card_description: Text column. Card-level descriptive sentence used in AppSumo browse surfaces. story_snippet_text: Free-text column containing longer text values. Normalized lead-in sales-copy snippet from the product page body. story_body_text: Text column. Normalized plain-text body extracted from the product-page story HTML. story_highlights_pipe: Free-text column containing longer text values. Pipe-delimited key highlight bullets from the AppSumo story payload. story_images_count: Whole-number numeric column. Count of product-story images exposed in the AppSumo payload. taxonomy_group: Text column. Top-level AppSumo taxonomy group such as software. taxonomy_category: Text column. AppSumo category assigned to the listing. taxonomy_subcategory: Text column. AppSumo subcategory assigned to the listing. taxonomy_product_tag: Text column. AppSumo product-tag label assigned to the listing. best_for_pipe: Text column. Pipe-delimited buyer personas or best-for audiences listed by AppSumo. alternative_to_pipe: Text column. Pipe-delimited alternative products referenced on the listing. integrations_pipe: Text column. Pipe-delimited integrations declared on the listing. features_pipe: Text column. Pipe-delimited AppSumo feature labels declared on the listing. categories_pipe: Text column. Pipe-delimited AppSumo category chips such as Generative AI or SEO. os_pipe: Text column. Pipe-delimited operating systems or delivery platforms listed by AppSumo. badge_text: Text column. AppSumo badge text when the listing has a visible badge such as Select or Plus Exclusive. is_marketplace: True/false column. Boolean flag indicating the listing is marked as an AppSumo marketplace item. is_labs: True/false column. Boolean flag indicating the listing is marked as an AppSumo Labs item. is_free: True/false column. Boolean flag indicating the listing is free instead of paid. is_active: True/false column. Boolean flag indicating the listing was active at collection time. has_started: True/false column. Boolean flag indicating the listing had started at collection time. has_ended: True/false column. Boolean flag indicating the listing had ended at collection time. is_ending_soon: True/false column. Boolean flag indicating AppSumo marked the listing as ending soon. buy_button_is_coming_soon: True/false column. Boolean flag indicating AppSumo marked the listing as coming soon. buy_button_is_last_call: True/false column. Boolean flag indicating AppSumo marked the listing as last call. buy_button_is_early_access: True/false column. Boolean flag indicating AppSumo marked the listing as early access. uses_codes: True/false column. Boolean flag indicating the listing relies on redeemable codes. codes_remaining: Whole-number numeric column. Remaining code count exposed by AppSumo when available. percent_claimed: Decimal numeric column. Percent of available inventory claimed when AppSumo exposes that metric. refundable_days: Column contains no non-null values. Money-back guarantee or refund-window days exposed on the product page. social_proof_text: Text column. Short social-proof or demand text exposed on the product page when available. review_count: Whole-number numeric column. Review count exposed on the AppSumo collection or product payload. average_rating: Decimal numeric column. Average AppSumo rating exposed on the collection or product payload. questions_total: Column contains no non-null values. Total question count exposed on the product page. top_review_rating_mean: Decimal numeric column. Average rating across the top review comments loaded with the product page. top_review_upvotes_total: Whole-number numeric column. Total upvotes across the top review comments loaded with the product page. top_review_titles_pipe: Text column. Pipe-delimited titles of the currently loaded top review comments. reviews_summary_text: Free-text column containing longer text values. AppSumo-generated review-summary paragraph shown on the listing when available. plan_count: Whole-number numeric column. Number of pricing plans currently exposed on the product page. active_plan_count: Whole-number numeric column. Count of active pricing plans currently exposed on the product page. max_tier: Column contains no non-null values. Highest numeric tier number exposed among the listing plans when available. plan_names_pipe: Text column. Pipe-delimited pricing-plan public names such as License Tier 1 or Tier 3. plan_types_pipe: Text column. Pipe-delimited plan types such as Lifetime Deal. plan_price_points_usd_pipe: Stored as text, but values appear to represent decimal numbers. Pipe-delimited active plan price points in US dollars. plan_original_prices_usd_pipe: Text column. Pipe-delimited original list prices in US dollars for each plan when available. plan_feature_counts_pipe: 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: Decimal numeric column. Default plan price in US dollars from the product page payload. default_original_price_usd: Decimal numeric column. Default plan original price in US dollars before discount. min_price_usd: Decimal numeric column. Lowest active price among the exposed plans in US dollars. max_price_usd: Decimal numeric column. Highest active price among the exposed plans in US dollars. max_discount_pct: Column contains no non-null values. Largest discount percentage implied by current versus original plan prices. entry_tier_value_ratio: Decimal numeric column. Default original price divided by default current price as a simple perceived-value ratio. plan_feature_matrix_width: Whole-number numeric column. Count of unique comparison-table features exposed in the AppSumo plan matrix. market_signal_score: Whole-number numeric column. Heuristic 0-100 score combining review density, rating, pricing breadth, and urgency signals for quick ranking. source_collection_url: Text column. Public AppSumo AI collection page used as the dataset discovery source. source_domain: Text column. Source domain used for the listing. last_collected_at: Date or timestamp column. UTC timestamp when the listing row was collected for this dataset build. Find the full description and Dataset card with the dataset outline/structure/features on Hugging Face
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