Honestly
Honestly is an affiliate intelligence and trend analysis platform that crawls major social platforms, verifies each post as authentic/sponsored/AI, and structures product-level opinions into actionable sentiment and creator signals.
https://usehonestly.com/?ref=producthunt
Product Information
Updated:Jun 22, 2026
What is Honestly
Honestly turns noisy social content into product intelligence your team can use. It aggregates unfiltered product opinions from places shoppers already research—like Reddit threads, TikTok videos, YouTube reviews, Instagram posts, and X—and organizes them at the SKU level so brands can understand what people truly think about specific products. Built for ecommerce and consumer brands, Honestly focuses on verified, source-linked insights rather than easily gamed star ratings or traditional sentiment dashboards.
Key Features of Honestly
Honestly is an affiliate intelligence and trend/sentiment analysis platform that crawls major social platforms (Reddit, TikTok, YouTube, Instagram, and X) to collect unfiltered product discussions, verifies whether posts are authentic vs. sponsored or AI-generated, and structures the content at the SKU/product level so teams can quickly understand what shoppers care about, spot emerging trends across markets (US/EU/Korea), and identify creators already (or likely to be) driving demand for affiliate and partnership outreach. It also offers an embeddable on-page widget that aggregates trusted social proof into a research hub on e-commerce product pages.
Cross-platform crawling: Aggregates product opinions from Reddit, TikTok, YouTube, Instagram, and X into one place, pulling from posts, transcripts, and comment threads.
Opinion verification (authentic/sponsored/AI): Labels and verifies content to reduce dashboard noise and improve trust in insights by distinguishing authentic posts from sponsored or AI-generated content.
Product-level structuring (SKU intelligence): Organizes social conversations at the product level and extracts the features shoppers mention (e.g., image quality, flight time, value) to clarify conversion drivers.
Sentiment & feature insights: Produces sentiment intelligence about “every part of every product,” helping teams identify what people like/dislike and which attributes matter most.
Market slicing (US/EU/Korea): Compares how the same product is discussed across different regions, enabling localized positioning and competitive trend monitoring.
Affiliate intelligence + embeddable widget: Finds creators already talking about your products (or likely to talk about your category) for affiliate onboarding, and offers a pre-release widget to keep shoppers on-site with aggregated Reddit/YouTube/TikTok research.
Use Cases of Honestly
E-commerce conversion optimization: Merchandising and CRO teams use extracted shopper pain points and desired features to refine PDP copy, FAQs, and positioning based on real social discussions.
Product & QA issue detection: Product teams monitor recurring complaints and sentiment shifts in reviews/comments to catch defects or UX issues early and prioritize fixes.
Affiliate/creator partnership sourcing: Affiliate and partnerships teams identify unclaimed affiliates already mentioning the brand and proactively outreach to creators likely to cover the category.
Competitive trend monitoring: Marketing and insights teams track emerging trends across platforms and regions to adjust campaigns, creative, and messaging ahead of competitors.
On-site trust and social proof hub: Retailers embed the widget on product pages to surface credible, source-linked opinions from platforms shoppers already trust, reducing off-site research drop-off.
Pros
Verified labeling of posts (authentic vs. sponsored vs. AI) can improve trust versus generic sentiment dashboards.
Broad coverage across major social platforms and ability to drill down to the original source/quote.
Product/SKU-level structuring and feature extraction helps translate messy UGC into actionable insights.
Affiliate intelligence can directly support revenue recovery by onboarding creators already discussing products.
Cons
Some capabilities are marked pre-release/early access (e.g., embeddable widget), so availability may vary.
Unlimited usage requires a paid subscription (plans mentioned starting at $3.99/month), while free access is limited.
Insights depend on the volume/quality of public social conversations for a given product and market.
How to Use Honestly
1) Request access: Go to https://usehonestly.com/ and click “Get Early Access.” If you have a Product Hunt code, use it during the early-access flow. (The “Client Login” is only for existing clients.)
2) Submit your brand/product details: Complete the onboarding form (“Tell us about yours”) so the team can set up your account and the products/SKUs you want tracked.
3) Wait for onboarding confirmation: After submitting, expect follow-up from Honestly (the site states they’ll be in touch within ~24 hours) to finalize access and configuration.
4) Add the products (SKUs) you want analyzed: In your dashboard, provide the product identifiers/pages you want tracked so Honestly can structure opinions “at the product level” (per SKU).
5) Choose your sources (platform coverage): Enable/confirm the platforms Honestly crawls for your products: Reddit, TikTok, YouTube, Instagram, and X.
6) Run the “Crawl → Verify → Structure” pipeline: Start analysis so Honestly collects relevant posts, verifies each opinion (e.g., authentic vs sponsored vs AI), and structures the content into product-level insights.
7) Review product-level sentiment intelligence: Open a product to see what shoppers care about (e.g., extracted themes/features like “Image Quality,” “Flight Time,” “Value”) and the associated sentiment.
8) Drill down to the original evidence: Click into any score/summary element to view the exact creator, post, and quote behind it (“From the source”) for auditability and context.
9) Compare by market/region: Switch the market view to compare how the same product is perceived across regions (the site highlights US, EU, and Korean market slices).
10) Use insights to fix product issues early: Use the structured themes and verified quotes to identify recurring complaints/praise and prioritize product, positioning, or support improvements.
11) Use affiliate intelligence to find unclaimed affiliates: Identify creators already talking about your products/category and onboard them into your affiliate program to recover lost revenue and expand partnerships.
12) Spot missing creator opportunities: Use the creator/category signals to find creators most likely to post about your product category and reach out proactively.
13) (Optional) Add the embeddable widget to your store: If you have access to the pre-release widget, embed it on your product pages to aggregate relevant Reddit/TikTok/YouTube review insights into an on-page research hub and keep shoppers on your site.
Honestly FAQs
Honestly is a platform for affiliate intelligence and trend analysis that uses verified product opinions. It crawls social platforms, verifies opinions, and structures them at the product (SKU) level to help brands understand real shopper sentiment.
Honestly Video
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