Market Research & Product Selection AI

Honestly consumer insights

Honestly is a social-listening and product-intelligence platform for commerce and research teams that need to turn public posts and comments into source-linked sentiment, trend, and creator signals. An embeddable Product Page SDK/widget (pre-release) aggregates trusted reviews onto your product pages. It is currently onboarding brands through early access.

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Supported Platforms
Reddit · TikTok · YouTube · Instagram · X · Shopify (product pages)
Honestly official product page or product image
Official product-page image source

Buying view: Honestly is an early-access social-listening product for brands that need product-level opinions, sponsorship signals, market comparisons, and creator discovery from public social content. Its product-page widget is still pre-release, so the current buying case should rest on research and affiliate intelligence rather than an assumed storefront-review replacement.

Honestly consumer insights: features and workflows

Honestly helps marketing, product and customer-experience teams investigate what people say about individual products and features. Researchers define a question, select social sources and inspect grouped opinions, content labels and original posts. The same evidence supports competitor comparisons, product improvements and creator shortlists; findings remain traceable to the conversation behind them.

Product research from consumer conversations

Brands need product-level consumer opinions, market comparisons, and creator signals while retaining a link back to the public social evidence.

How Honestly links opinions to source evidence

Researchers define products and features, choose supported sources and inspect extracted opinions alongside the original posts. Product findings and creator shortlists use that evidence; sponsorship and AI-content labels help the team assess the source context.

Use product opinions for research or creator discovery

The team defines products and features, gathers relevant posts and checks extracted opinions against the original sources. Product teams compare patterns and competitors; partnership teams inspect relevant creators and prepare an outreach shortlist. These are two uses of the collected evidence, not a sequence in which research automatically recruits creators.

Use product opinions for research or creator discoveryThe team defines products and features, gathers relevant posts and checks extracted opinions against the original sources. Product teams compare patterns and competitors; partnership teams inspect relevant creators and prepare an outreach shortlist. These are two uses of the collected evidence, not a sequence in which research automatically recruits creators. Product researchPartnership researchStartDefine products, features and socialsourcesDiscover and filter relevant postsExtract opinions and inspect sourceevidenceWhat is the researchgoal?Compare feature opinions andcompetitorsInspect relevant creators and theirpostsSource-linked product findingsShortlist for manual outreachEndUse product opinions for research or creator discoveryThe team defines products and features, gathers relevant posts and checks extracted opinions against the original sources. Product teams compare patterns and competitors; partnership teams inspect relevant creators and prepare an outreach shortlist. These are two uses of the collected evidence, not a sequence in which research automatically recruits creators. Product researchPartnershipresearchStartDefine products, features andsocial sourcesDiscover and filter relevantpostsExtract opinions and inspectsource evidenceWhat is theresearch goal?Compare feature opinions andcompetitorsInspect relevant creators andtheir postsSource-linked product findingsShortlist for manual outreachEnd

Honestly consumer research features

The Honestly capabilities below cover social-source collection, product sentiment, market trends, and related tasks.

Social-source collection

Researchers define products, brands and features, then choose which supported social platforms to search. Honestly filters unrelated posts and retrieves transcripts and comments so each extracted opinion retains its original context.

Product sentiment

Product-level sentiment: per-feature opinions extracted from video transcripts and comment threads. Teams compare recurring feature opinions, then open the underlying transcript or comment before acting on the pattern.

Market trends

Marketing and product teams compare feature-level opinions across the collected conversations. Pattern monitoring can highlight changes such as a wave of complaints, with reports linked to the underlying evidence.

Affiliate discovery

Partnership teams investigate creators who discuss relevant products and inspect their content and audience fit. The result is a research shortlist for the team’s outreach, not an automatically signed affiliate partnership.

Opinion verification

Honestly labels content as organic, sponsored or potentially AI-generated and keeps the source available for inspection. Researchers can check the label and original post before using an opinion in a product or marketing decision.

Source-linked evidence

Analysts can click a score to see the creator, post, and quote behind it. They trace the result back to its source evidence instead of treating the aggregate as self-explanatory.

Honestly pricing and subscription terms

Honestly costs need to be assessed against the purchasing options, billing units and usage scope below.

View official pricing details

Honestly's terms describe an advance-paid, automatically renewing analytics subscription, but do not publish the subscription amount. Prices appearing inside example product reviews are not Honestly fees. Ask for a quote confirming the subscription term, data scope, usage limits and tax treatment; no numeric budget recommendation is available without that quote.

Honestly quotes, renewals and cancellation

The table lists Honestly purchasing options, public billing information and included capabilities to check against your requirements.

Product or sales surfaceScopePublic price and status
Analytics subscription

Subscription scope and fees are set in the plan or order.

Included plan entitlements
  • Social-source collection
  • Product sentiment analysis
  • Market-trend monitoring
  • Affiliate discovery
  • Product-page tools
  • Source-linked evidence
  • Advance billing and automatic renewal; cancellation takes effect at the current term's end
Amount not publicly listed

Is Honestly right for your team?

The following guidance explains which buying needs Honestly serves and where its scope differs from other tools.

When to choose Honestly for consumer research

Honestly addresses questions about how people discuss products and brands across public online content, including sentiment and creator signals. It is a research candidate when a team needs to understand customer language or emerging concerns. Its usefulness depends on the actual sources, markets and history available for that brand.

Honestly and Amazon seller tools: research scope

Jungle Scout, Helium 10, SellerSprite and DataDive focus on Amazon product, keyword, listing or seller research. They are relevant when the decision is what to source or how to improve an Amazon listing. ZooData instead emphasizes structured commerce data and APIs. These tools should not be presented as complete substitutes for social consumer research.

Honestly buying checklist: sources, history and exports

Honestly's public offer does not provide a complete, stable plan and usage matrix. Before committing, ask which social sources and regions are covered, how far the history goes, and what query and export limits and renewal terms apply. A small set of known product discussions can test whether its findings are traceable.

Honestly FAQs

These questions explain what Honestly does, how it is purchased and what to check when evaluating it.

How does Honestly fit into an ecommerce workflow?

The product collects public posts and comments from supported networks, links each signal back to its source, classifies opinion and sponsorship context, and organizes the results by product feature, market, trend, or potential affiliate. Operators can open the cited post before using a score or creator lead.

How is Honestly priced?

The public pricing information shown here is: early access; contact sales.

What is the main Honestly boundary to check?

Its product-page widget is still pre-release, so the current buying case should rest on research and affiliate intelligence rather than an assumed storefront-review replacement.

Sources and references

These sources support the descriptions of Honestly features, workflows and commercial terms on this page.

Honestly user reviews

User feedback about Honestly is grouped by source and reflects the experiences of the individual reviewers.

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