Product Description Generation
Query this niche via MCP
market_report({ query: "Product Description Generation", response_mode: "summary" })Agents · median
$261/mo
MCP servers · median
All plans — Agents vs MCPs
each dot = one provider · log scaleAgents $261
Linguix Product Description Ge · $12
One Click Store · $29
Autominds Content · $30
Pimics Ai Agentthe Next Step I · $1,129
Autominds Content · $79
Ahrefs Product Desc Gen · $261
Pimics Ai Agentthe Next Step I · $445
Pimics Ai Agentthe Next Step I · $1,471
Ahrefs Product Desc Gen · $1,589
$10
$25
$50
$100
$250
$500
$1,000
AgentsMCP serversshaded = middle half · line = median
All plans
9 pricedProvidervs its cohort medianMonthly
Linguix Product Description Geagent
$12 below
One Click Storeagent
$29 below
Autominds Contentagent
$30 below
Autominds Contentagent
$79 below
Ahrefs Product Desc Genagent
$261 ~median
Pimics Ai Agentthe Next Step Iagent
$445 above
Pimics Ai Agentthe Next Step Iagent
$1,129 above
Pimics Ai Agentthe Next Step Iagent
$1,471 above
Ahrefs Product Desc Genagent
$1,589 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Product Description Generation (latest observation 2026-10-14T03:32:48.116Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its
by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
"niche": "product-description-generation",
"parent_sector": "ecommerce-retail",
"provider_type_pricing": {
"slug": "product-description-generation",
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"confidence": "insufficient",
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}
},
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},
{
"day": "2026-10-10",
"index": 100,
"pairs": 12,
"dayChangePct": 0
},
{
"day": "2026-10-11",
"index": 100,
"pairs": 12,
"dayChangePct": 0
},
{
"day": "2026-10-12",
"index": 100,
"pairs": 12,
"dayChangePct": 0
},
{
"day": "2026-10-13",
"index": 100,
"pairs": 10,
"dayChangePct": 0
},
{
"day": "2026-10-14",
"index": 100,
"pairs": 10,
"dayChangePct": 0
}
],
"latest": 100,
"day_change_pct": 0,
"methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
},
"top_agents": [
{
"agent_id": "ai_ebook_generator",
"name": "ai-ebook-generator",
"url": "https://www.scrivibe.com",
"short_summary": "generates complete multi-chapter eBooks from a single description",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Basic Package",
"price": "$9.00",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Popular Package",
"price": "$29.00",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Premium Package",
"price": "$49.00",
"kind": "one_off",
"billed": "one_off"
}
]
},
"observed": true,
"billing": "one-time",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Basic Package $9 (one-time)",
"summary": "Basic Package $9 (one-time). Scrivibe sells one-time token packages from $9.00 for 50,000 tokens to $49.00 for 500,000 tokens."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "autominds_content",
"name": "Autominds Content Agent",
"url": "https://apps.shopify.com/autominds-content-agent",
"short_summary": "generates SEO-friendly content (blog posts, product descriptions, landing pages, social media posts) for e-commerce stores",
"price": {
"commercial": {
"entry_offer": {
"line": "Grow",
"monthly_native": 30,
"monthly_usd": 30,
"commitment": "monthly",
"basis": "$30/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Grow",
"price": "$30 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Scale",
"price": "$79 / month",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 30,
"monthly_usd": 30,
"headline": "Free plan; paid from $30/mo",
"summary": "Free plan; paid from $30/mo. Autominds Content Agent offers a permanent free tier, plus Grow at $30/month and Scale at $79/month, with charges billed in USD every 30 days."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "product_descriptions",
"name": "Product Description Agent",
"url": "https://writer.com/agents/product-description",
"short_summary": "Generates multiple product descriptions for ecommerce products from product name and features",
"price": {
"commercial": {
"currency": "USD",
"lines": []
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). Writer publicly lists a Starter plan with a 14-day free trial and an Enterprise plan requiring contact with sales, but provides no numeric pricing."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "versableai",
"name": "Versableai",
"url": "https://versableai.com/",
"short_summary": "generates market-ready automotive product listings (titles, descriptions, specs) and normalizes/enhances auto parts product data into ACES/PIES compliant format",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "Versable does not publish pricing on the provided homepage and directs prospective customers to book a demo."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "pimics_ai_agentthe_next_step_i",
"name": "Pimics AI Agent",
"url": "https://pimics.com/en/resources/blog/pimics-ai-agent-the-next-step-in-product-data-management-automation",
"short_summary": "automates intelligent transformation of product data for product information management (analyzing text inputs, generating marketing descriptions, interpreting…",
"price": {
"commercial": {
"entry_offer": {
"line": "Start",
"monthly_native": 390,
"monthly_usd": 436.52,
"commitment": "monthly",
"basis": "€390/month",
"billing_verified": true
},
"currency": "EUR",
"notes": [
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Start",
"price": "€390 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Lite",
"price": "€690 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Professional",
"price": "€990 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Corporate",
"price": "€1.290 /mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 436.52,
"monthly_usd": 436.52,
"headline": "From €390/mo",
"summary": "From €390/mo. Pimics lists four recurring plans from €390/mo to €1.290/mo, with prices valid for contracts of at least one year and monthly contracts priced 20% higher."
},
"evidence_quality": "low",
"upvotes": 0
},
{
"agent_id": "ahrefs_product_desc_gen",
"name": "Ahrefs Product Desc Gen",
"url": "https://ahrefs.com/writing-tools/product-description-generator",
"short_summary": "An AI writing tool that generates product descriptions from product details or images, with controls for tone, length, and level of detail. Intended for ecomme…",
"price": {
"commercial": {
"entry_offer": {
"line": "Plan 1",
"monthly_native": 119,
"monthly_usd": 133.2,
"commitment": "monthly",
"basis": "€119/month",
"billing_verified": true
},
"currency": "EUR",
"notes": [
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Plan 1",
"price": "€ 119 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Plan 2",
"price": "€ 229 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Plan 3",
"price": "€ 419 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Plan 4",
"price": "€ 1,394 /mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 133.2,
"monthly_usd": 133.2,
"headline": "From €119/mo",
"summary": "From €119/mo. Ahrefs publicly lists subscription plans starting at €119 per month, with higher tiers priced at €229, €419, and €1,394 per month."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "hypotenuse_ai",
"name": "Hypotenuse Ai",
"url": "https://hypotenuse.ai/features/ai-agents-for-ecommerce",
"short_summary": "AI agents for ecommerce that automate product content creation, data enrichment, and image editing. Specializes in product descriptions, SEO optimization, cata…",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Basic",
"price": "Custom",
"kind": "custom"
},
{
"name": "Ecommerce Enterprise",
"price": "Custom",
"kind": "custom"
}
]
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). Hypotenuse AI lists Basic and Ecommerce Enterprise plans, but both require custom pricing and contacting the company."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "linguix_product_description_ge",
"name": "Linguix Product Description Ge",
"url": "https://linguix.com/agent/product-description-generator",
"short_summary": "AI agent that generates compelling product descriptions for eCommerce from product names and key features. Creates persuasive copy for online stores and market…",
"price": {
"commercial": {
"entry_offer": {
"line": "Linguix Pro",
"monthly_native": 11.67,
"monthly_usd": 11.67,
"commitment": "monthly",
"basis": "$11.67/month",
"billing_verified": true
},
"annual_option": {
"line": "Linguix Pro (annual billing)",
"monthly_equivalent_native": 11.67,
"total_native": 140.04
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$ 0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Linguix Pro",
"price": "$11.67 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Linguix Pro (annual billing)",
"price": "$11.67 / month billed annually",
"kind": "base_subscription",
"billed": "annually"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 11.67,
"monthly_usd": 11.67,
"headline": "Free plan; paid from $11.67/mo; $11.67/mo equivalent billed annually",
"summary": "Free plan; paid from $11.67/mo; $11.67/mo equivalent billed annually. Linguix offers a free plan and a Pro subscription shown at $11.67 per month when billed annually, or $140 annually."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "synai_product_writer",
"name": "Synai Product Writer",
"url": "https://synai.eu/en/ai-product-descriptions/",
"short_summary": "A custom AI agent that generates SEO-focused ecommerce product descriptions using a brand’s voice, product data, audience, and tone. Supports workflows for Sho…",
"price": {
"commercial": {
"currency": "USD",
"lines": []
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). SynAI offers tailored AI consulting and directs prospective customers to contact the company for details, with no public pricing shown."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "intershop_ai_copilots",
"name": "Intershop Ai Copilots",
"url": "https://intershop.com/en/e-commerce-platform/ai-copilots-and-agents",
"short_summary": "AI-powered copilots and agents for B2B e-commerce platforms. Includes Copilot for Buyers (digital sales assistant), Copilot for Merchants, Product Content Agen…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"home_niche": "product-listing-optimization-ecom",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/product-description-generation",
"summary": {
"niche": "product-description-generation",
"sector": "ecommerce-retail",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $30/mo (4 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
"benchmarks": [
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 4,
"reliability": "low",
"median": 29.5,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "team_sme",
"buyer_tier_label": "Team / SME",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 3,
"reliability": "low",
"median": 261.06,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "enterprise",
"buyer_tier_label": "Enterprise",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 2,
"reliability": "low",
"median": null,
"p25": null,
"p75": null,
"status": "observed_offers_only",
"observed_offers": [
1470.6,
1589.16
]
}
],
"warnings": [
"This niche currently has sufficient agent pricing but insufficient MCP pricing."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "product-description-generation"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/product-description-generation",
"counts": {
"listings_with_price_capture": 10,
"listings_with_observed_public_price": 9,
"providers_with_numeric_monthly_price_latest_scan": 5,
"like_for_like_comparable_pairs": 5
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": false,
"value_pct": null,
"held_reason": null
}
},
"pricing_version": "cohorts-1",
"pricing_status": "ok",
"pricing_by_tier": [
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 29.5,
"provider_count": 4,
"plan_observation_count": 4,
"data_confidence": 0.31,
"data_confidence_basis": {
"provider_component": 0.33,
"observation_component": 0.2,
"provider_count": 4,
"plan_observation_count": 4
},
"reliability": "low",
"members": [
{
"provider": "linguix_product_description_ge",
"usd": 11.67
},
{
"provider": "one_click_store",
"usd": 29
},
{
"provider": "autominds_content",
"usd": 30
},
{
"provider": "pimics_ai_agentthe_next_step_i",
"usd": 1128.6
}
]
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 261.06,
"provider_count": 3,
"plan_observation_count": 5,
"data_confidence": 0.25,
"data_confidence_basis": {
"provider_component": 0.25,
"observation_component": 0.25,
"provider_count": 3,
"plan_observation_count": 5
},
"reliability": "low",
"members": [
{
"provider": "autominds_content",
"usd": 79
},
{
"provider": "ahrefs_product_desc_gen",
"usd": 261.06
},
{
"provider": "pimics_ai_agentthe_next_step_i",
"usd": 444.6
}
]
},
{
"tier": "enterprise",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 1529.88,
"provider_count": 2,
"plan_observation_count": 2,
"data_confidence": 0.15,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.1,
"provider_count": 2,
"plan_observation_count": 2
},
"reliability": "low",
"members": [
{
"provider": "pimics_ai_agentthe_next_step_i",
"usd": 1470.6
},
{
"provider": "ahrefs_product_desc_gen",
"usd": 1589.16
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 10,
"listings_with_observed_public_price": 9,
"normalized_observations": 12,
"comparable_providers": 5,
"strict_cohorts": 3,
"exclusion_reasons": {
"one_time": 3,
"ambiguous_cadence": 2
}
},
"pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
"pricing_excluded_observations": {
"one_time": 3,
"ambiguous_cadence": 2
},
"billing_mix": {
"contact_sales": 3,
"freemium": 2,
"subscription": 3,
"one-time": 1
},
"free_tier_share": 0.22,
"top_providers": [
{
"agent_id": "ai_ebook_generator",
"name": "ai-ebook-generator",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Basic Package",
"price": "$9.00",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Popular Package",
"price": "$29.00",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Premium Package",
"price": "$49.00",
"kind": "one_off",
"billed": "one_off"
}
]
},
"observed": true,
"billing": "one-time",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Basic Package $9 (one-time)",
"summary": "Basic Package $9 (one-time). Scrivibe sells one-time token packages from $9.00 for 50,000 tokens to $49.00 for 500,000 tokens."
},
"observed": true
},
{
"agent_id": "autominds_content",
"name": "Autominds Content Agent",
"price": {
"commercial": {
"entry_offer": {
"line": "Grow",
"monthly_native": 30,
"monthly_usd": 30,
"commitment": "monthly",
"basis": "$30/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Grow",
"price": "$30 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Scale",
"price": "$79 / month",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 30,
"monthly_usd": 30,
"headline": "Free plan; paid from $30/mo",
"summary": "Free plan; paid from $30/mo. Autominds Content Agent offers a permanent free tier, plus Grow at $30/month and Scale at $79/month, with charges billed in USD every 30 days."
},
"observed": true
},
{
"agent_id": "product_descriptions",
"name": "Product Description Agent",
"price": {
"commercial": {
"currency": "USD",
"lines": []
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). Writer publicly lists a Starter plan with a 14-day free trial and an Enterprise plan requiring contact with sales, but provides no numeric pricing."
},
"observed": true
},
{
"agent_id": "versableai",
"name": "Versableai",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "Versable does not publish pricing on the provided homepage and directs prospective customers to book a demo."
},
"observed": false
},
{
"agent_id": "pimics_ai_agentthe_next_step_i",
"name": "Pimics AI Agent",
"price": {
"commercial": {
"entry_offer": {
"line": "Start",
"monthly_native": 390,
"monthly_usd": 436.52,
"commitment": "monthly",
"basis": "€390/month",
"billing_verified": true
},
"currency": "EUR",
"notes": [
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Start",
"price": "€390 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Lite",
"price": "€690 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Professional",
"price": "€990 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Corporate",
"price": "€1.290 /mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 436.52,
"monthly_usd": 436.52,
"headline": "From €390/mo",
"summary": "From €390/mo. Pimics lists four recurring plans from €390/mo to €1.290/mo, with prices valid for contracts of at least one year and monthly contracts priced 20% higher."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "product-description-generation"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "product-description-generation",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "ai_ebook_generator"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "ai_ebook_generator"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
4 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Autominds Content Agentgenerates SEO-friendly content (blog posts, product descriptions, landing pages, social media posts) for e-commerce stores
Pimics AI Agentautomates intelligent transformation of product data for product information management (analyzing text inputs, generating marketing descriptions, interpreting…
Linguix Product Description GeAI agent that generates compelling product descriptions for eCommerce from product names and key features. Creates persuasive copy for online stores and market…Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.