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Buyer's guide

How to choose brand sentiment analysis tools

Sentiment analysis tools differ less in their charts than in what they read, how far back and how fresh, and what you pay to get it. This guide walks through the decisions in order. Each tool's facts come from its public pages or from third-party buyer reports, quoted with their own qualifiers and linked to their sources; the order is the same as our comparison pages, not a ranking.

Guide written November 3, 2026. Competitor facts checked on October 30, 2026 from public pages; prices change, so check each source before you buy. New to measuring sentiment? Start with how to measure brand sentiment.

Platform coverage

Which platforms and languages does your audience use, and does the tool read them in full, by hashtag only, or only on pages you own?

Senti

  • X, Reddit, TikTok and Instagram posts. No news, blogs, forums, reviews, Facebook or YouTube.
  • English, Spanish, Portuguese, Chinese, German, Arabic, Dutch and Swedish; each brand chooses its languages and posts in others are left out.

AwarioSenti vs Awario

Sources (Published by the vendor): X (Twitter), Facebook, Instagram, Reddit, YouTube, Vimeo, news, blogs, forums, the wider web, and reviews. TikTok and LinkedIn are not listed as sources on the Awario pages read. Instagram is limited to business accounts and their hashtags.[1][2][3]

Languages (Published by the vendor): No count published. A vendor blog post claims sentiment works in every language, tested mainly on five; post date not found.[1]

BrandMentionsSenti vs BrandMentions

Sources (Published by the vendor): Public social networks (pricing table: "7+ social networks" on Starter, "10+" on Pro and up), short-form and discussions, video platforms, communities, sites, blogs, news, forums, review sites (Booking, Tripadvisor, Yelp, Google My Business, App Store), and spoken mentions in videos and podcasts. Public content only. Networks named on pages read: Instagram, Facebook, Reddit, LinkedIn, YouTube; a full named list was not found on the vendor pages read.[1][2][3]

Languages (Published by the vendor): 100+ languages; multilingual sentiment from Pro up (Starter lists "AI Sentiment", Pro lists "Multilingual AI Sentiment").[1][2]

MentionlyticsSenti vs Mentionlytics

Sources (Published by the vendor): X (Twitter), TikTok, LinkedIn, Facebook, Instagram, YouTube, Reddit, Bluesky, Threads, plus news, blogs, forums or any website, and Google and Facebook reviews, on all plans. RSS from Advanced up; Telegram and podcasts (Spotify, Apple Podcasts) only on Pro and Business/Enterprise; extensive review-site monitoring is a paid add-on on every plan.[1]

Languages (Published by the vendor): No count published; vendor claims sentiment in all languages.[1]

BrandwatchSenti vs Brandwatch

Sources (Published by the vendor): Full firehoses from X (Twitter), Reddit and Tumblr; other social networks, blogs, forums, news, review sites, video sites; TV and radio (broadcast); APAC networks (WeChat, Weibo, RedNote); TikTok, LinkedIn, Threads, Bluesky. Restrictions stated: Facebook listening on owned pages; Instagram via tracked hashtags and owned accounts.[1][2]

Languages (Published by the vendor): Sentiment and key topics in 44 languages; collection in any language.[1]

Sprout SocialSenti vs Sprout Social

Sources (Published by the vendor): Public: X, Reddit, Bluesky, web (news, forums, blogs), YouTube video descriptions, Tumblr, public Facebook Pages, Instagram posts by hashtag only, TikTok brand hashtags only. Connected (owned) profiles: Facebook, Instagram, LinkedIn (own pages only), TikTok. Reviews and general web pages generally excluded from web; X is sampled.[1]

Languages (Published by the vendor): No count published. The help center says unsupported languages are labeled unclassified.[1]

SprinklrSenti vs Sprinklr

Sources (Published by the vendor): 30+ channels. Listening sources documented: X (firehose), Facebook (earned: public pages only), Instagram (earned: hashtags only), YouTube, Quora, VK, Bluesky, TikTok (no backfill, no author metadata), Snapchat, Threads (topic tags only), Reddit (firehose), news, blogs, forums, reviews (earned only), classifieds, podcasts (1,000+ sources), videos, Stack Exchange, TV, radio, print (LexisNexis).[1][2]

Languages (Published by the vendor): 100+ languages for listening sentiment; the same factsheet (updated 1 September 2026) also cites 150+ languages for the platform's AI models.[1]

HootsuiteSenti vs Hootsuite

Sources (Published by the vendor): All plans: Facebook, X, Bluesky, YouTube, Quora, podcasts, news, newsletters, blogs, forums (sampled results). Enterprise (Lumen) adds Instagram, Threads, LinkedIn, Reddit, Mixcloud, Vimeo, Dailymotion, Pinterest, Ekşi Sözlük, Twitch, Disqus, Line. TikTok is not named.[1][2]

Languages (Published by the vendor): 187 languages (coverage claim for Listening; not stated as a sentiment-specific count).[1]

TalkwalkerSenti vs Talkwalker

Sources (Published by the vendor): 150 million websites; social platforms stated as "30+" on the pricing page and "10+" on the listening page (vendor inconsistency); named: Twitter, Instagram, Facebook, Weibo; news, blogs, forums, reviews, Q&A forums, podcasts; TV, radio, print and newswires via LexisNexis. The Hootsuite listening page (same company) lists the Lumen network set: Instagram, Facebook, X, Threads, LinkedIn, Reddit, Bluesky, YouTube, Quora, Pinterest, Twitch and others. TikTok not named on pages read.[1][2]

Languages (Published by the vendor): Sentiment in 127+ languages; 187 languages covered overall.[1][2]

Historical reach

How far back does a new project or report reach on day one, and is a longer backfill included or sold separately?

Senti

  • A new report reaches back up to 90 days; a tracked brand keeps its history and builds on it with every refresh.

AwarioSenti vs Awario

History (Published by the vendor): Not published as a time window. Storage is capped by mention count per topic, and the vendor's own page is inconsistent (card says 5,000 on Starter, FAQ says from 3,000).[1]

BrandMentionsSenti vs BrandMentions

History (Published by the vendor): New projects start with the last 30 days on every plan; Enterprise up to 10 years.[1]

MentionlyticsSenti vs Mentionlytics

History (Published by the vendor): 18-month archive on all plans (retention of collected mentions). Backfill before account creation is a paid add-on from Advanced up, priced on request.[1]

BrandwatchSenti vs Brandwatch

History (Published by the vendor): Archive back to 2008 (product pages); news, blogs and forums back to 2010 (data networks page). Legacy Reddit history removed as of 30 September 2026.[1][2][3]

Sprout SocialSenti vs Sprout Social

History (Published by the vendor): 30 days automatic backfill on most sources; none for public Instagram or Tumblr; longer backfill (12 or 24 months) bought through Customer Success. Manual limits vary (X back to March 2006, Reddit to May 2024, web to June 2023).[1]

SprinklrSenti vs Sprinklr

History (Published by the vendor): About 2 years overall; per-source start dates vary (X from Q3 2014, news and blogs from Q2 2015, Reddit from Q2 2017, podcasts from Q2 2021; no history for public Instagram or Threads).[1][2]

HootsuiteSenti vs Hootsuite

History (Published by the vendor): Standard: past 7 days. Professional ($199): 30 days via Quick Search. Enterprise: 13 months (FAQ on the listening page); the same page's feature block says "24+ months" (vendor inconsistency).[1][2][3][4]

TalkwalkerSenti vs Talkwalker

History (Published by the vendor): 2 years of historical data (listening page); the Business plan adds "Additional historical data" without a figure. Hootsuite states 13 months for Lumen advanced listening (see Hootsuite).[1][2]

Freshness

How old is the newest post you will see? Real time on one platform and daily on another are both common; ask per platform and per plan.

Senti

  • X is the freshest: Agency's live pulse reads X posts from the last minutes. Reddit and TikTok data can lag by hours. Not real time on every platform.

AwarioSenti vs Awario

Freshness (Published by the vendor): Real-time claimed, no interval stated.[1]

BrandMentionsSenti vs BrandMentions

Freshness (Published by the vendor): Daily on Starter, hourly on Pro, real-time on Expert and Enterprise.[1]

MentionlyticsSenti vs Mentionlytics

Freshness (Published by the vendor): Basic every 12 hours, Essential every 6 hours, Advanced and Pro continuous.[1]

BrandwatchSenti vs Brandwatch

Freshness (Published by the vendor): No ingestion latency stated; real-time alerting (Signals) is claimed, and about 496 million new posts per day.[1][2]

Sprout SocialSenti vs Sprout Social

Freshness (Published by the vendor): Realtime for X, Reddit, Bluesky and web; every 4 hours for public Facebook and Instagram; every 24 hours for YouTube, Tumblr, TikTok and connected sources.[1]

SprinklrSenti vs Sprinklr

Freshness (Published by the vendor): Real-time claimed, with firehose access on 10+ channels.[1]

HootsuiteSenti vs Hootsuite

Freshness (Published by the vendor): Real-time alerts and insights claimed for Lumen; no latency stated for Listening Basics.[1]

TalkwalkerSenti vs Talkwalker

Freshness (Published by the vendor): Real-time claimed.[1][2]

Monitoring versus one-off reports

Do you need brand monitoring that runs every day, or an answer before a launch, a raise or a board meeting? A subscription you rarely open costs more than a report when you need one.

Senti

  • One report for $5, with no subscription, when you need an answer once.
  • Brand monitoring on a plan: Pro tracks 3 brands, Agency 5.
  • Tracking (Pro and Agency): Tracked brands and their campaigns update weekly on Pro and daily on Agency.
  • Alerts (Pro and Agency): Alerts when something moves, such as a sentiment drop or a rise in complaints.
  • Live pulse (Agency): A live pulse of X between the scheduled updates.

Our fact sheet does not compare other tools on this; ask each vendor directly.

Evidence access

Can you open the posts behind every number and check how each one was labeled, or do you only get the totals?

Senti

  • Full report with evidence (every plan): Every number opens the posts behind it, with their labels.
  • Posts explorer (every plan): Every label is visible and can be checked.
  • Receipts (every plan): Posts found, posts labeled and questions per post on every report.

Our fact sheet does not compare other tools on this; ask each vendor directly.

Reporting

What leaves the tool: exports, printable reports, links you can share, your own branding for clients?

Senti

  • Share read-only links (every plan): See how a launch landed, and show the posts behind it to whoever asks.
  • CSV and print export (Pro and Agency): On Pro and Agency, every report exports as CSV and prints to PDF.
  • Campaign impact report (Pro and Agency): After a campaign, hand over its impact report: before and during, with intervals and the explanation, printed to PDF.
  • White label (Agency): Your company's name and logo replace ours on exports and client logins.

Our fact sheet does not compare other tools on this; ask each vendor directly.

Pricing

What is the list price of the cheapest plan that includes listening, and what do buyers report paying? Published prices and buyer-reported figures are different kinds of evidence.

Senti

  • $5 for one report, no subscription. Pro is $29 a month with 6 reports and 3 tracked brands; Agency $79 a month.
  • The list prices on the pricing page: $5 for one report, $19 for 5, or a monthly plan. No sales call and no annual contract.

AwarioSenti vs Awario

Entry price (Published by the vendor): Starter, $49/mo billed monthly or $29/mo billed annually ("$" shown, no currency code). Includes 3 topics, unlimited keywords per topic, 30,000 new mentions/mo, 5,000 stored mentions per topic, 1 team member.[1]

What buyers pay (Buyer-reported, third party): Not published. Vendr's Awario page shows no contract data; no buyer-spend figure found elsewhere.[1]

BrandMentionsSenti vs BrandMentions

Entry price (Published by the vendor): Starter, $99/mo billed quarterly or $79/mo billed annually ("$" shown, no currency code). Includes 5 keywords, 5,000 mentions/mo, 1 user, daily updates, "AI Sentiment" (basic; multilingual sentiment starts on Pro), up to 3 projects. No monthly-billing option shown for Starter.[1][2]

What buyers pay (Buyer-reported, third party): Not published. Vendr has no BrandMentions page (404); no buyer-spend data found.[1]

MentionlyticsSenti vs Mentionlytics

Entry price (Published by the vendor): Basic, shown as $49/month billed yearly, with $69 struck through and a "limited time offer" label; the comparison table lists Basic at "$69 /mo". USD by default (USD/EUR toggle). The monthly-billing price is not displayed as page text. Includes 3 keyword rules, 5k monthly mentions, 12 hours update, 10 social profiles, 2 users.[1]

What buyers pay (Buyer-reported, third party): Not published. Vendr's Mentionlytics page shows no contract data; no buyer-spend figure found elsewhere.[1]

BrandwatchSenti vs Brandwatch

Entry price (Published by the vendor): Not published. The pricing page shows no figures and asks visitors to book a guided product walkthrough with sales.[1]

What buyers pay (Buyer-reported, third party): Median $50,000 per year per Vendr, based on 40 purchases; range $19,542 to $81,200.[1]

Sprout SocialSenti vs Sprout Social

Entry price (Published by the vendor): Cheapest plan overall is Essentials, $79 per seat/month billed annually or $99 billed monthly (USD), but it has no listening (no brand keywords, and the Listening add-on needs Standard or higher). The cheapest path to listening is Standard, $199 per seat/month billed annually ($249 billed monthly, page source) plus the Listening add-on.[1]

Listening add-on (Published by the vendor): Not published; the page offers a guided product walkthrough with sales instead.[1][2]

What buyers pay (Buyer-reported, third party): Median $18,980 per year per Vendr, based on 362 purchases; range $6,295 to $54,958. Vendr says Listening is priced per user and topic volume.[1]

SprinklrSenti vs Sprinklr

Entry price (Published by the vendor): Not published. Pricing is quote-based; self-serve sign-up and the free trial have been removed.[1]

What buyers pay (Buyer-reported, third party): No median is displayed on Vendr's Sprinklr page. The page's embedded data lists an average contract value of $134,156 across 18 deals (not shown as visible text). Vendr reports discounts of 20 to 35% off initial quotes.[1]

HootsuiteSenti vs Hootsuite

Entry price (Published by the vendor): Standard, $99 per user/month billed annually (USD). The monthly-billing rate is not shown on the plans page, though the FAQ says monthly billing exists. Standard includes 10 social accounts and "social listening" (Listening Basics, 7 days of search).[1]

Listening add-on (Published by the vendor): Not published. Listening Basics is included in all plans; advanced listening (Lumen by Talkwalker) is Enterprise only, quote-based.[1][2][3]

What buyers pay (Buyer-reported, third party): Median about $12,405 per year, from Vendr deal flow (n=96) as reported by CostBench; Vendr's own Hootsuite page returned 404 on 2026-10-30.[1]

TalkwalkerSenti vs Talkwalker

Entry price (Published by the vendor): Not published. Three plans (Core, Analyze, Business), each quote-based. Core is described as "essential social listening with non-sampled results" with unlimited users; no volume figures are given.[1]

What buyers pay (Buyer-reported, third party): Median $13,298 per year per Vendr; range $12,260 to $15,860; number of purchases not stated.[1]

Limitations

What does the tool leave out, and where do its own pages contradict themselves? Every tool has gaps; the useful ones say so.

Senti

  • X, Reddit, TikTok and Instagram posts. No news, blogs, forums, reviews, Facebook or YouTube.
  • A new report reaches back up to 90 days, and 8 languages are labeled.
  • Not real time on every platform, and no enterprise contract, single sign-on or broadcast coverage.

AwarioSenti vs Awario

Notes (Published by the vendor): Export is listed on every plan card but the FAQ says export is Pro and Enterprise only (vendor inconsistency).[1]

BrandMentionsSenti vs BrandMentions

Notes (Published by the vendor): Higher tiers: Pro $299/mo monthly or $249/mo annual (20 keywords, 30k mentions); Expert $499 or $399 (50 keywords, 75k mentions). Facts page last updated 5 October 2026.[1]

MentionlyticsSenti vs Mentionlytics

Notes (Published by the vendor): Next tiers: Essential $169, Advanced $299, Pro $499, Business $749, Enterprise from $1,299 (per month, as shown in the comparison table).[1]

BrandwatchSenti vs Brandwatch

Notes (Published by the vendor): Product is now marketed as Consumer Intelligence (Consumer Research). Reddit coverage changed on 28 August 2026; Reddit posts remain available through a new feed, with complete subreddit coverage not guaranteed.[1]

Sprout SocialSenti vs Sprout Social

Notes (Published by the vendor): Other plans: Professional $299 annual ($399 monthly), Advanced $399 annual ($499 monthly), Enterprise custom.[1]

SprinklrSenti vs Sprinklr

Notes (Published by the vendor): The factsheet's list of "all major social networks" (Facebook, Instagram, X, LinkedIn, TikTok, YouTube, Pinterest, Reddit, Threads, Snapchat, Google Business Profile) describes publishing, engagement and ads support, not listening coverage; use the help-center source list for listening.[1]

HootsuiteSenti vs Hootsuite

Notes (Published by the vendor): Hootsuite acquired Talkwalker in April 2024; its advanced listening is Lumen by Talkwalker (see Talkwalker below).[1]

TalkwalkerSenti vs Talkwalker

Notes (Published by the vendor): Now sold as "Lumen by Talkwalker"; Analyze adds "2x non-sampled results volume" and 25 more topics, Business "6x non-sampled results volume".[1]

How Senti measures every number is in the methodology; plans and prices are on pricing.