A Regular stops coming in. Food quality at lunch on Wednesdays quietly gets worse. A marketing campaign goes out and nobody can prove what it drove. A guest leaves a three-star review that mentions the Seabass, and the message never reaches the kitchen. A promotion gets redeemed at the POS and the system credits it to an average, not to the actual guest.
These are the gaps that have always existed between guest behavior, operational reality, and marketing proof. They cost restaurants thousands of dollars every week, and most operators never see the bill. If you’re running a 2-to-100-location restaurant chain, you’ve felt all five of these gaps this month, even if you couldn’t name them.
The Bloom Intelligence Spring Release closes every one of them, automatically. This post walks through the five new capabilities, explains how agentic AI activates each across all four flywheels, and shows the compounding result: one guest, one journey, every feature in motion, zero manual effort. By the end, you’ll know exactly what changes on Monday morning.
The Spring Release adds five capabilities, Toast POS attribution, multi-step surveys, expanded sentiment, the Ops Digest, and conditional workflows, all feeding the unified CDP and activated by agentic AI across Discovery, Marketing, Sentiment, and Operations.
Why This Release Matters
Bloom Intelligence has always been built around one idea: your guest data should work harder than your team does. The Spring Release advances that idea in five places at once, and the reason it compounds is that every capability plugs into the same architecture.
Three things to hold in mind as you read:
The CDP is the brain. Every guest profile, every behavioral signal, every review, every transaction lives in one unified record. It is what makes every downstream action possible.
Agentic AI is the executor. Not a chatbot. Not a dashboard that waits for a human to click. Autonomous decision-making that acts on your behalf across every flywheel, continuously, without asking for permission each time.
The four flywheels are where value compounds. Discovery brings new guests in. Marketing engages them. Sentiment listens to them. Operations protects the experience they have. Each flywheel turns faster when the others turn.
The math is simple. Five new features. Four flywheels. Twenty net-new ways your data becomes revenue, every day, without anyone on your team lifting a finger.
Multi-Step Surveys: New Intelligence Flows Into the CDP
The Voice of the Guest just got a megaphone, and it speaks directly into the CDP.
Bloom’s new multi-step survey creator gives restaurants a full instrument panel of question types. Send a survey once to a specific segment. Or let a conditional workflow fire it at the moment of peak signal, after a visit, after a complaint, after a recovery.
NPS
Star Ratings
Menu-Level Ratings
Multiple Choice
Custom Questions
Open Text
Every response lands in the guest profile in real time. Every answer enriches what the CDP knows about that guest: their stated preferences, their NPS classification, their menu-level satisfaction, their free-text signals parsed by Bloom AI into usable intelligence.
How agentic AI activates it across all four flywheels
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Discovery
Verified guest language and dish-level feedback strengthen the authority signals that help new guests find you online. Your restaurant speaks in the language of real guests, not generic copy. -
Marketing
Promoters get routed into referral journeys. Detractors get routed into recovery journeys. Menu preferences feed personalized offers. Every response becomes a trigger for the right next campaign. -
Sentiment
Survey data expands Voice of the Guest beyond public reviews. You hear what guests would tell a server but would never post online. -
Operations
Menu-level ratings and open-text comments surface issues before they become public reviews. The early warning system gets an early warning system.
Every survey response doesn’t just tell you something. It makes every future AI decision smarter, across all four loops.
What is a multi-step survey and how does it differ from a single-question rating?
A multi-step survey is a guided sequence of question types, NPS, star ratings, menu-level ratings, multiple choice, custom, and open text, delivered to a guest at the moment of peak signal, typically triggered by a behavioral event like a visit, complaint, or recovery. Unlike a single-question rating, each answer routes the guest into the right follow-up logic in real time, feeds the unified CDP, and can fire downstream marketing, sentiment, or operations actions automatically.
Expanded Guest Sentiment: Multi-Dimensional Intelligence in the CDP
You’ve always known what guests said. Now you know what it cost you, what it’s worth to you, and what to do about it.
Bloom’s sentiment engine just got a major upgrade. All guest sentiment now includes survey data alongside reviews. And sentiment is layered over guest behavior and POS transactions, visit frequency, dwell time, RFM, spend, item-level purchases, so every sentiment signal is connected to the P&L reality underneath it.
The Issues view shows where you’re bleeding. The Wins view shows where you’re winning. Both show business impact, not vanity metrics.
How agentic AI activates it across all four flywheels
-
Discovery
Positive sentiment patterns your restaurant’s actual identity, the dishes guests rave about, the service moments that stand out, the locations that outperform. That identity gets amplified online so the guests who’d love you can find you. -
Marketing
Sentiment-triggered campaigns write themselves. Guest praised the Seabass? Feature it in their next offer. Guest flagged slow service? A recovery journey fires automatically. -
Sentiment
The Voice of the Guest engine now speaks in guests’ actual language tied to actual spending patterns. Review responses get sharper. Campaign copy gets truer. -
Operations
A cluster of negative food mentions isn’t just a reputation problem. It’s tied to declining item sales, declining visits, and a specific daypart at a specific location. The early warning system working exactly as it should.
Sentiment stops being a report. It starts being an input to every revenue decision the platform makes.
What is three-dimensional sentiment analysis for restaurants?
Three-dimensional sentiment analysis is the cross-referencing of guest feedback (reviews and surveys) with behavioral data (visits, frequency, dwell time) and transactional data (spend, item-level purchases) on the same unified profile. Instead of a one-dimensional rating or review score, operators see what a guest said, how their behavior is actually trending, and what it’s worth in revenue, which turns sentiment from a vanity metric into a P&L-grade decision input.
The Weekly & Monthly Ops Digest: Intelligence Made Visible and Agentic
What a senior operations analyst produces in a week, your team now gets automatically every Monday morning, with the AI’s recommended actions already attached.
The Weekly and Monthly Ops Digest is deep operational intelligence made easy, delivered straight into your team’s inbox.
Every digest includes a KPI header, stack-ranked location comparison, response automation status across every review platform connected to your account, the Bloom AI Critical Issue Queue, Menu Items & Topics with Winner/Watch/Issue flags, Employee Mention Performance, and a prioritized remediation checklist, the specific steps to take this week.
How agentic AI activates it across all four flywheels
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Discovery
Winning dishes, standout servers, and top-performing locations get amplified through your digital presence. The Digest surfaces what’s working. Discovery builds social proof around it. -
Marketing
Campaign spend calibrates automatically to location performance. More investment behind winning locations. Recovery journeys at struggling ones. Nothing wasted. -
Sentiment
Critical Issue Queue items feed prioritized review responses and Voice of the Guest updates so your brand voice adapts in real time. -
Operations
This is the Operations flywheel made automatic. Early warning, trend identification, and measurement all delivered every week. No analyst required.
The gap between “something is wrong” and “we fixed it” collapses from weeks to hours. And every fix makes next week’s digest better.
How often is the Bloom Ops Digest delivered and what does it include?
The Bloom Ops Digest is auto-delivered weekly and monthly to your team’s inbox. Each edition includes a KPI header (reviews, average rating, 5-star percentage, response rate), stack-ranked location performance, response automation status across connected review platforms, the AI Critical Issue Queue, Menu Items & Topics with Winner/Watch/Issue flags, employee mention performance, and a sequenced remediation checklist with the AI’s recommended actions for the week.
Your team’s Monday briefing, already written by Monday morning.
Bloom delivers the Weekly Ops Digest directly to your inbox with the AI’s recommended actions already attached, covering reviews, critical issues, menu performance, and stack-ranked locations. A 15-minute walkthrough shows exactly what next Monday’s digest will look like for your chain.
4.9⭐ Google
99.3% retention
Conditional Workflows: Agentic AI Given Arms and Legs
Your data doesn’t just tell you something. It does something about it, and never stops.
Bloom’s new conditional workflow builder gives restaurants a visual canvas for building guest journeys that run forever. Triggers. Delays. If/then branches. Goal conditions. Terminal states. All driven by any data input or event inside the Bloom platform.
Enters “At-Risk”
Delay 10 days
Send personalized offer
Condition / Delay
Action
Goal / Branch
You can nurture a first-time guest into a second visit, a second into a third, a third into Regular status. You can message guests automatically as they enter or leave any segment, New to Regular, Regular to At-Risk, At-Risk to Recovered. You can fire offers, SMS, email, surveys, or internal notifications on any signal the platform can see. And goal-based branching means the workflow adapts to what each guest actually does.
Every workflow interaction enriches the CDP. The platform learns not just what each guest does on their own, but what they do in response to what Bloom sends them. That feedback loop is how personalization becomes prediction.
How agentic AI activates it across all four flywheels
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Discovery
Workflow-driven re-engagement means more repeat visits, more positive guest moments, and more case studies in the making. Every recovered guest compounds your brand’s authority. -
Marketing
This is the Marketing execution engine, now truly event-driven. Every segment change, every survey response, every transaction fires the right message at the right moment. Nothing manual. Nothing missed. -
Sentiment
Workflow-triggered surveys capture sentiment at moments of peak signal, post-visit, post-issue, post-recovery. The richness of your sentiment data compounds because the ask is timed right. -
Operations
Workflow-triggered internal alerts route to GMs and operators the moment sentiment drops, visit frequency declines, or a Critical Issue appears. Your early warning system gets an automated dispatcher.
Every other feature in this release plugs into workflows as a trigger, condition, or action. Workflows are the circulatory system of the flywheel.
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Toast Promotions Integration: The Attribution Loop Closes
Finally, an honest answer to “does marketing work?”, down to the dollar and the dish.
Bloom’s expanded Toast integration closes the attribution loop that most restaurant marketing platforms can’t even define. Bloom offers now redeem directly inside the Toast POS, one frictionless moment for the guest, one frictionless moment for the server. No printed coupon. No promo code dance. No excuse for the transaction to go untracked.
The per-person average.
- Revenue divided by covers
- No guest-level attribution
- No item-level visibility
- Redemption friction at the POS
- “Marketing works” is a guess
Actual dollars. Actual transactions. Actual items.
- Campaign → guest → visit → spend
- Verified revenue per guest profile
- Item-level purchase history
- Seamless in-POS redemption
- “Marketing works” is a number
The attribution is real. Not a per-person average that Toast calculates by dividing revenue by covers. Actual dollars. Actual transactions. Actual items. You see exactly which campaign drove which guest back through the door, and exactly what they spent when they got there.
That data flows straight into the CDP. Every guest profile now carries verified revenue, item-level purchase history, offer redemption patterns, and confirmed visit events, the missing link between “we sent a campaign” and “the guest spent money.”
How agentic AI activates it across all four flywheels
-
Discovery
The dishes and promotions that actually drive revenue shape how your restaurant is represented to new guests. The platform leans into what actually sells, building authority grounded in real results instead of hopeful marketing copy. -
Marketing
Every campaign that worked gets more investment. Every campaign that didn’t gets cut. Every future decision is smarter because the last decision was measured for real. -
Sentiment
Redemption and sentiment overlay who loved the offer, who redeemed it but still complained, and who didn’t redeem at all. Sentiment gets a financial dimension. -
Operations
Item-level redemption data flags menu performance, promotional lift, and operational readiness across every location.
This is the attribution loop closing. Data drives the campaign. The campaign drives the visit. The visit closes at the POS. The POS data flows back into the CDP. The next decision is smarter than the last. Revenue is proven. The flywheel advances.
How does Bloom’s Toast Promotions Integration track marketing attribution?
Bloom’s Toast Promotions Integration attributes marketing at the actual dollar, transaction, and item level, not a per-person average. Guests redeem Bloom offers directly inside the Toast POS, and the redemption, item purchased, and total spend flow back into the guest’s unified CDP profile in real time. Operators see exactly which campaign drove which guest back, exactly what they ordered, and exactly what they spent, closing the loop between marketing sent and revenue earned.
The Compounding Effect: Five Features × Four Flywheels = One Exponential Advantage
The features stand on their own. The mesh is what makes them transformative. What follows is a single guest’s journey through a single week, every feature activating, every flywheel turning, zero manual effort from your team.
The mesh in motion, the story your data should tell every day.
-
A guest finishes their meal at Location 7.
A multi-step survey lands on their phone. Bloom AI sent it because their visit pattern triggered a workflow at the moment of peak signal.
Multi-Step Surveys · Workflows
-
They rate the Seabass five stars, but flag slow service.
The response joins their profile in the CDP and feeds the Expanded Sentiment engine, which cross-references a 60-day dip in their visit frequency and a decline in Seabass-adjacent transactions at their location.
Expanded Sentiment · CDP
-
Monday morning, the Ops Digest surfaces slow Friday-night service at Location 7.
The guest’s exact comment is flagged in the Critical Issue Queue. The GM gets a targeted remediation checklist before the week starts.
Weekly Ops Digest
-
A conditional workflow fires, triggered by “guest entered At-Risk.”
Ten days later, a personalized Seabass offer lands in their inbox, tuned to the exact preference they stated in the survey.
Conditional Workflows
-
They redeem the offer inside the Toast POS.
Revenue, transaction, and item attribution flow back into the CDP in real time, the campaign’s impact proven to the dollar.
Toast Promotions Integration
-
The guest’s five-star Seabass moment becomes brand authority.
It joins the growing case for your restaurant in the places new guests are searching, compounding the signal that brings the next guest through the door.
Discovery Flywheel
Now multiply that by every guest, every day, across every location. That’s the mesh. That’s the ROI. That’s what your data is supposed to do.
The activation matrix, every feature, every flywheel
| Feature | Discovery | Marketing | Sentiment | Operations |
|---|---|---|---|---|
| Multi-Step Surveys | Verified guest language strengthens online authority signals. | Promoters & detractors auto-route to the right journey. | Voice of the Guest extends beyond public reviews. | Issues surface before they become public complaints. |
| Expanded Sentiment | Real identity, the dishes guests rave about, amplified online. | Sentiment-triggered offers write themselves. | Response & copy grounded in actual language + spend. | Clusters of negative mentions tie to specific dayparts and items. |
| Weekly Ops Digest | Winners and standouts get amplified as social proof. | Campaign spend auto-calibrates to location performance. | Critical Issue Queue feeds prioritized review responses. | Weekly early warning + recommended actions, zero analyst. |
| Conditional Workflows | More recovered guests compound brand authority. | Truly event-driven automation, nothing manual, nothing missed. | Surveys time-targeted to moments of peak signal. | Internal alerts dispatched the moment a signal appears. |
| Toast Integration | Authority built on verified, revenue-proven results. | Winning campaigns get more spend. Losers get cut. | Sentiment layered with redemption reveals offer-lovers vs. passives. | Item-level redemption flags menu & operational readiness. |
Four takeaways worth pinning
- Every feature in this release feeds at least three other flywheels.
- Every loop runs without human intervention after setup.
- Every dollar is attributed down to the guest, the visit, the item.
- The longer it runs, the wider the competitive moat. Your data asset compounds every day. Competitors who start later will never catch up.
What This Release Means for Your Team
The Spring Release lands differently depending on the seat you sit in. Here’s what changes on Monday morning.
A full intelligence stack that runs without more headcount.
Revenue attributed. Issues surfaced. Competitive advantage compounding every week the platform is on. The ROI conversation stops being a debate.
Real Toast attribution. Proof you can take to the board.
Survey-driven personalization. Workflow-driven automation. Not estimates, not averages, not hopeful metrics. Actual dollars, attributed to the guest, visit, and item.
The weekly review your team hasn’t had time to build.
The Ops Digest is that review. The Critical Issue Queue is the inspection report you didn’t know you needed. Both arrive automatically, with the AI’s recommended actions already attached.
How to Turn It On
Existing Bloom partners: Spring Release features roll out automatically based on your plan. Your customer success team will reach out with implementation guidance.
New to Bloom: the platform you’re looking at now includes the full Spring Release from day one.
One next step: see the Spring Release in action. A fifteen-minute walkthrough is all it takes to see how your data should be working.
Every day you wait, your data asset stays flat. Every day you run Bloom, it compounds.
The five features in the Spring Release don’t just add capabilities, they multiply the value of every guest interaction you’ve already captured. A 15-minute walkthrough shows exactly what that compounding looks like against your current data.
196 brands
99.3% retention