Software advice
Best AI Revenue Intelligence Software in 2026
AI revenue intelligence software is a sales analytics platform that reads CRM records, email, calendars and sometimes call recordings to forecast bookings, score open deals and flag pipeline risk. It is built for sales leaders and revenue operations teams who must commit a number every week. It is not a call recorder, a sales dialer or a plain CRM dashboard.
Quick answer
Clari ranks first because forecasting is its core product, with Gong second for forecasts built on recorded conversations. Aviso suits enterprise hierarchies, and HubSpot suits teams that want a published seat price and deal scoring inside a CRM they already use.
Buyers here are choosing who will own the weekly forecast: a specialist platform that sits on top of the CRM, or the forecasting module of the CRM itself. The two cost very differently, and most specialists publish no price at all. This ranking weighs how clearly each vendor documents its forecast, whether the AI features sit in every plan or only the top one, and what the vendor says about customer data. All facts come from vendor pages read in November 2026. No forecast accuracy was tested, so accuracy percentages quoted by vendors are treated as marketing claims, not findings.
The 11 best AI revenue intelligence software in 2026, ranked
There is no score. Vendors can pay for more visibility on this website, for example a higher place in a ranking or more room on a page. Commercial relationships can also affect which products we feature and how prominently. How we rank.
| # | Tool | Best for | Free plan | Entry price |
|---|---|---|---|---|
| 1 | Clari | Revenue operations teams that run a weekly commit call and need roll-ups across regions, segments and renewals | No | Quoted |
| 2 | Gong | Large sales organizations that want deal boards and forecast submission fed by recorded customer conversations | No | Quoted |
| 3 | Aviso | Enterprise sales teams that need forecasting hierarchies and consumption or subscription revenue forecasts | No | Quoted |
| 4 | Terret | Sales leaders who want pipeline forecasts and call-based playbooks pushed into Slack and Salesforce | No | Quoted |
| 5 | Backstory | Teams that want deal risk alerts and summaries built from captured email and calendar activity | No | Quoted |
| 6 | Outreach | Outreach sales engagement users who want forecast roll-ups and scenario planning in the same system | No | Quoted |
| 7 | Salesforce Sales Cloud | Salesforce shops that want pipeline inspection and commit modelling inside the CRM they already run | No | $220 per user per month for the Revenue Intelligence add-on |
| 8 | HubSpot | Teams already on HubSpot CRM who want AI deal scoring and standard forecasting without another vendor | Yes | From $90 per seat per month for Sales Hub Professional |
| 9 | Dynamics 365 Sales | Microsoft 365 organizations that want forecasts and Copilot summaries inside a CRM tied to Teams and Outlook | Trial | $65 per user per month for Sales Professional |
| 10 | Zoho CRM | Small teams that want sales forecasts and Zia predictions at a low per-seat price | Yes | ₹800 per user per month for Standard, on the INR price list |
| 11 | Revenue.io | Salesforce-based teams of 15 or more seats that also want a dialer and live call guidance | No | Quoted |
- 1
Clari
Clari takes first place because forecasting is its core job, not an add-on. Clari Forecast rolls individual and team numbers into one view with commit, best case and coverage fields, and an AI Forecast Agent that reads historical deals plus live rep activity. It loses points for a hidden price and for sitting inside Salesloft since the two companies combined, so product packaging is still shifting.
Strong on
- Forecast view tracks Quota, Commit, Commit Coverage, Best Case and Pipeline with filters for renewals, region and segment
- AI scores opportunities and flags at-risk deals using deal size, stage and velocity from your own history
Weak on
- No published price, so budgeting needs a sales call first
- The brand now sits under Salesloft, and the forecast page does not name supported CRMs
Skip it if: Small teams with a handful of reps and one pipeline, who do not hold a formal weekly forecast call. No price is published; the vendor sends buyers to a sales conversation after a short demo request.
- 2
Gong
Gong ranks second because its forecast is built on conversation data, which most CRM-only tools cannot see. Forecast adds submission, an AI Deal Predictor and an AI Revenue Predictor to the deal boards in Forecast Essentials. The vendor says customer data is never used to train generative models. What holds it back is a quote-only price with a platform fee, and the full benefit needs calls recorded.
Strong on
- Forecast Essentials bundles deal boards, an AI Deal Reviewer and win/loss insights before any forecast module is added
- Security page lists SOC 2 Type 2 and ISO 27001, plus ISO 42001 for AI management
Weak on
- Price depends on user count and a platform fee, with no figure published
- Default retention is up to three years, and data is deleted 30 days after the contract ends
Skip it if: Teams that do not record customer calls or want a forecast tool with a price they can read. Per-user licenses plus a platform fee tied to the number of users supported; the page shows no dollar figures.
- 3
Aviso
Aviso sits third as a forecasting specialist: custom hierarchies, pipeline inspection, live opportunity scoring and consumption forecasting are listed on its forecasting page. It states a SOC 2 Type II report covering security, availability and confidentiality. The vendor also offers to buy out an existing contract, which signals who it targets. Pricing is hidden, and the privacy policy page was last updated in 2018.
Strong on
- Supports consumption forecasting alongside classic bookings forecasts, useful for usage-based revenue
- States an annual SOC 2 Type II audit across security, availability and confidentiality
Weak on
- No price or plan structure is published on its pricing page
- The compliance page gives no AI data-use statement, only security audits
Skip it if: Teams under roughly ten reps or anyone who wants to start with a card on a self-serve page. Flexible plans tailored to each customer; no tiers or figures appear, and a proposal comes through a form.
- 4
Terret
Terret is fourth because its forecast product pairs a machine forecast and confidence level with weekly narratives for CROs, and it adds call-brief and playbook agents on top. The boostup.ai address now redirects to the Terret site. SOC 2 Type 2 is stated, and the privacy policy says customer data is not used to improve its own services. Price and CRM scope are unpublished.
Strong on
- Machine forecast carries a confidence level and flags at-risk deals and upside opportunities
- Free 48-hour proof of concept lets a team test before any contract talk
Weak on
- No price is listed and no public API was found on the pages read
- Policy leaves open whether derived learning data trains models
Skip it if: Buyers who need a published price list, or teams that want only a forecast and no agent features. No price is published; the vendor offers a free 48-hour proof of concept and a demo request.
- 5
Backstory
Backstory, which formerly sold as People.ai, ranks fifth. Its distinctive point is the pricing logic: you pay for customer-facing people and for answers consumed, viewers are free, and everyone gets every feature. It offers risk detection, deal summaries and an MCP connection. Its policy does not say whether customer data trains models, and forecasting depth is less documented than at the leaders above.
Strong on
- No feature tiers, so every customer gets the full product and pays by seats plus usage
- Free viewer access lets finance and executives read output without a seat
Weak on
- Consumption-based answers make annual cost harder to predict than a flat seat price
- Privacy policy is silent on AI training with customer activity data
Skip it if: Buyers who need a published per-seat price or a forecasting module with roll-ups as the main feature. Hybrid pricing on customer-facing seats plus consumed answers; viewers are free, and a form returns a quote.
- 6
Outreach comes sixth because forecasting appears only in its top Amplify Pro package, with AI Forecast Projection, Scenario Planner and rollups. The three cheaper packages list no forecasting features at all, and deal forecasting consumes AI credits. For a team already running sequences there, the integration is real, yet a standalone forecast buyer pays for a full engagement platform.
Strong on
- Pro package lists AI Forecast Projection, Scenario Planner, forecast trends and parallel forecasts
- Credit allowances are stated per package, from 10,000 up to 100,000
Weak on
- Forecasting is limited to the highest package, so cheaper tiers do not include it
- Credits consumed by AI actions add a second cost variable
Skip it if: Teams that only need forecasting and do not use outbound sequencing or engagement workflows. Seat access plus consumable AI credits across four Amplify packages; no figures are published.
- 7
Salesforce Sales Cloud
Sales Cloud places seventh because revenue intelligence is an add-on to a CRM you must already own. Revenue Intelligence offers Forecast Insights, a Commit Calculator for what-if deals and a stuck-deal command center, with more than 50 native connectors. At $220 per user on top of the license, cost is high, and the pricing page left tier mapping unclear.
Strong on
- Commit Calculator models adding or removing deals to close a revenue gap
- Rep command center flags stuck, overdue and stagnant opportunities
Weak on
- Add-on price is listed on top of the Sales Cloud license
- Which editions include it by default is not clear from the page text
Skip it if: Companies on another CRM, or small teams for whom a $220 add-on exceeds the whole tool budget. Add-on price from the pricing page; some Sales Cloud editions include it, and Agentforce for Sales starts at $125.
- 8
HubSpot
HubSpot lands eighth because the price is public and forecasting arrives with Sales Hub Professional, with team hierarchies at Enterprise. AI deal scoring ranks which deals are likely to close. The trade-off is depth: the pages read do not describe commit roll-ups, risk narratives or conversation-based signals like the specialists above, and the Free plan covers only two users and no forecasting.
Strong on
- Public seat prices from Free through Enterprise, so budgets can be set without a call
- AI deal scoring ranks which open deals are most likely to close
Weak on
- Forecasting is absent from Free and Starter, and onboarding fees are extra
- Pages read did not say which tier includes Breeze agents
Skip it if: Revenue teams with several regions and hierarchical roll-ups that need dedicated forecast governance. Forecasting starts at Professional, and a one-time onboarding fee of $1,500 is not included in the seat price.
- 9
Dynamics 365 Sales
Dynamics 365 Sales is ninth. Microsoft publishes three prices: $65, $105 and $150 per user per month. Forecasting is tied to the Enterprise tier and up, and Copilot answers forecast questions in plain language. Premium adds 1,000 Copilot Credits and recommended actions. It is a CRM first, so pipeline analysis lacks the forecast-specific tooling that the specialist products above provide.
Strong on
- Copilot can surface forecast insights, conversion and win rates from natural-language questions
- Prebuilt agents cover opportunity research, qualification and a Sales Close Agent in preview
Weak on
- Predictive forecasting was not mapped clearly to each plan on the pricing page
- Agents run on Copilot Credits, which become a separate usage cost
Skip it if: Companies not on Microsoft tooling, or teams that want a forecast product independent of their CRM. Annual billing; Copilot and agent features begin at the $105 Enterprise tier and credits are bundled at $150.
- 10
Zoho CRM
Zoho CRM is tenth. It is the cheapest route here to a forecast, with sales forecasts from the Standard plan and Zia predictions on lead conversion and deal closure in higher plans. The Free plan covers up to three users. The privacy policy says Zoho builds models from your organization's data and uses anonymized snippets to improve accuracy. Depth and risk analysis are lighter than at purpose-built vendors.
Strong on
- Free plan for up to three users, with forecasts starting at Standard
- Policy describes models built specifically from your own organization's data
Weak on
- Forecasting is a CRM feature, not a standalone roll-up tool for revenue operations
- Prices were shown in rupees, so compare in your own currency before buying
Skip it if: Enterprises that need multi-layer forecast submissions, conversation signals and formal revenue operations governance. Prices on the page are in rupees with a currency selector, and local taxes such as VAT are added.
- 11
Revenue.io
Revenue.io is last of eleven because it targets a narrower group: Salesforce-based teams of 15 or more seats. Pipeline and forecast management with next best actions and Deal Health Scores appear only in the Orchestrate package, and prices come after a demo. For a team that already uses its dialer and coaching, the add-on forecasting makes sense; as a pure forecasting purchase it does not.
Strong on
- Orchestrate lists deal health scores, pipeline pacing and revenue intelligence dashboards
- Dialer and coaching come from the same vendor for Salesforce users
Weak on
- Forecasting and deal health are not in the Activate or Engage packages
- No dollar price is published and the platform is described as built for Salesforce
Skip it if: Teams on HubSpot or another CRM, and anyone who wants forecasting without a dialer. Three packages are named, forecasting sits in the top one, and seat pricing is quoted on a demo call.
How these AI revenue intelligence software were judged
How good is the AI forecast, and how can I tell?
No vendor page here shows an independent accuracy test, so judge by what the forecast is built from and what you can inspect. Clari lists a machine forecast grounded in deal size, stage, velocity and live rep activity. Gong says its predictor draws on conversation signals beyond CRM fields, and Terret pairs its forecast with a confidence level. Aviso quotes a 98 percent accuracy figure on its forecasting page without a stated method. Ask for a back-test: load twelve months of closed deals and compare the model's call at week six of each quarter with the actual result.
What does revenue intelligence software cost per seat?
Published prices are rare, and the gap between specialists and CRMs is wide. As of November 2026, HubSpot Sales Hub Professional lists from $90 per seat monthly, Dynamics 365 Sales runs $65, $105 and $150, and the Salesforce Revenue Intelligence add-on starts at $220 per user. Zoho CRM shows rupee prices from ₹800. Clari, Gong, Aviso, Terret, Backstory, Outreach and Revenue.io quote on request. Outreach and Backstory both add usage: credits in one case, consumed answers in the other. Ask every vendor for a three-year price with renewal caps.
What do these vendors say about using our CRM and email data for AI?
Statements vary in scope. Gong says customer data is never used to train generative models and lists SOC 2 Type 2 and ISO 42001. Terret states SOC 2 Type 2 and says customer data is not used to improve its own products. Aviso states a SOC 2 Type II report, but its compliance page has no AI statement. Zoho says it builds models from your own organization's data. For Clari, Backstory, Outreach, Salesforce, HubSpot and Dynamics, this ranking did not verify a customer-data training clause. Request the AI addendum in writing.
How hard is it to switch forecasting tools after a year?
Switching is harder than it looks, because the value sits in saved forecast history and custom hierarchies, not in the CRM data. Clari, Aviso and Terret hold submitted forecasts and snapshots that a new vendor can rarely import. Gong states data is deleted 30 days after the contract ends, so export before you give notice. Outreach's credit packages and Backstory's pre-packaged consumption both lock in a usage level at the start of the term. CRM-native tools carry least lock-in, since forecasts live in the CRM you already keep.
Which tool fits a mid-size team, an enterprise or a CRM-only budget?
A mid-size team on HubSpot or Zoho gets the most from the built-in forecast and should add a specialist only after a quarter of misses it cannot explain. An enterprise with regional roll-ups and finance reviewing the number belongs with Clari, Aviso or Gong. A Microsoft shop gets Copilot summaries with Dynamics 365 Sales, and a Salesforce shop can test the Revenue Intelligence add-on before buying another vendor. Outreach and Revenue.io fit only when reps already work in them daily.
How to choose an AI revenue intelligence platform in three steps
- Count the weekly forecast calls you run today. Start from the meeting, not the software. If one manager reviews a single pipeline each Monday, a CRM-native forecast probably covers it, and a specialist is extra cost. If several layers of managers submit numbers that finance later rolls up, you need submission, history and hierarchy, which is what Clari, Aviso and Gong document. Write down who submits, who adjusts and who signs off, then check on a demo that each vendor models that exact chain without paid custom work, because this is where implementations most often slip past their planned dates.
- Run a back-test on your own closed deals. Ask each shortlisted vendor to load at least four quarters of closed deals and show what the model would have predicted at the midpoint of each quarter. Compare it with the number your team actually committed at that time, and with the final result. Vendors that refuse a back-test or only show their own customers' averages are telling you something. Keep the test to two or three vendors, since each one needs your RevOps person's time, and agree the scoring rule before any results come back.
- Get the contract terms on AI and exports in writing. Before signing, ask for the AI addendum, the retention period after termination, and a sample export of forecast snapshots. Gong publishes a 30-day deletion window; others did not state one on the pages read. Confirm whether usage credits, extra viewer seats, onboarding or implementation are billed separately, and cap the renewal increase in writing. A forecast tool that stores a year of snapshots is hard to leave, so fix these terms first, while you still have the option of walking away.
Frequently asked questions
What is the best AI revenue intelligence software in 2026?
Clari ranks first here because forecasting is its main product and its forecast view covers commit, best case and coverage. Gong is second for teams that want forecasts informed by recorded conversations. Aviso suits enterprise hierarchies. HubSpot is the practical choice when a published price and a CRM-built forecast are enough.
How is revenue intelligence different from conversation intelligence?
Conversation intelligence analyzes calls to coach reps and surface objections. Revenue intelligence uses CRM, email, calendar and often call data to forecast bookings and score deals. Gong sits across both. A team that only wants call review and coaching should read the AI conversation intelligence ranking instead of this one.
Do I need a separate forecasting tool if my CRM already has forecasts?
Often not at first. HubSpot Professional, Dynamics 365 Sales Enterprise and Zoho Standard include forecasts at published prices. A separate tool becomes worth testing when forecasts keep missing and you cannot say why, or when finance needs submission history and hierarchy that the CRM view does not keep.
Why do most revenue intelligence vendors hide their prices?
Pricing usually depends on seat count, data volume and which modules a company buys, so vendors prefer a quote. Gong states a per-user license plus a platform fee, and Backstory prices on seats plus answers consumed. Ask for a written multi-year quote with the renewal uplift stated, because first-year discounts often disappear at renewal and the second invoice is the one that surprises finance.
Which of these tools work without Salesforce?
HubSpot, Dynamics 365 Sales and Zoho CRM are CRMs themselves. Revenue.io describes its platform as built for Salesforce and quotes it for teams of 15 or more seats. Clari, Gong, Aviso, Terret and Backstory all describe CRM integrations, but check on a live demo that your own CRM and custom fields are supported.
Can these tools see our email and calendar data?
Backstory is built on captured email, calendar and CRM activity, and its policy says it never receives or stores user credentials. Clari and Gong also read activity data. Check which mailboxes are connected, whether individual reps can opt out, and which regional privacy rules apply to captured contacts.
How long does setup take for a forecasting platform?
Vendors in this ranking did not publish a setup time, so treat any figure as unverified. Terret offers a free 48-hour proof of concept. Expect real work around forecast hierarchies, stage definitions and field mapping, and ask a reference customer of your size how long the first accurate quarter took.
Is AI forecast accuracy of 95 percent or higher realistic?
Vendor accuracy figures come with little or no method, so they cannot be compared. Aviso quotes 98 percent and Gong cites a 20 percent precision gain over CRM-only models, both on their own pages. Define accuracy yourself, such as the gap between week-six call and final bookings, and test it.