Home Compare Ace vs Structurely
Ace vs Structurely

Structurely pricing — and the managed ISA vs. self-serve AI question every FUB team faces.

Structurely is a managed AI ISA service — a vendor runs AI conversations with your leads and provides human oversight. Ace is a self-serve AI layer built inside Follow Up Boss. Both work leads. They do it in completely different ways — and the sharpest question sits underneath the pricing: when an AI texts your leads, who reviews each message before it sends, and whose license is on it?

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Structurely vs Follow Up Ace: Structurely is a managed AI ISA service — a vendor runs AI text conversations with your leads with human oversight, starting at $499/month plus a one-time $2,500 onboarding fee. Follow Up Ace is a self-serve AI layer inside Follow Up Boss: your agents draft AI-assisted messages, scan them for Fair Housing compliance, and get Zillow speed-to-lead guidance, starting free. Structurely runs your conversations for you; Ace puts AI in your agents' hands.

Two different approaches to the same job

The Structurely approach

Structurely is a managed AI ISA service. When a lead comes in, Structurely's AI texts them automatically, qualifies their intent through a conversation, and nurtures them until they are ready to connect with an agent. You pay Structurely to run this process — pricing starts at $499/month with a one-time $2,500 onboarding fee (see structurely.com for current rates). The service includes human oversight — Structurely staff monitor conversations for quality — but that is vendor monitoring, not your agent approving each message before it sends. Every autonomous text still reaches the lead under your brand and your agent's license. It is a vendor-managed service you rent, not a tool you run yourself: the AI, the process, and any change to how it talks to your leads all live on Structurely's side.

The Ace approach

Ace is a self-serve AI layer that runs inside Follow Up Boss — FUB Marketplace certified, no second login required. Your agents use Ace directly: drafting AI-assisted messages, scanning outbound content for Fair Housing compliance, getting Zillow cadence guidance on every Zillow contact, and using FUB-aware agentic tools inside Claude.ai and ChatGPT. Ace does not manage your conversations for you — your agent approves every send, and a code-enforced compliance scan runs before each message leaves. Because it is a layer on the CRM you already own, you can leave anytime and your FUB data, fields, and scores stay put. And it keeps getting smarter on its own: nightly rescoring and weekly model retrains ship to every account automatically, with no re-engagement call and no rebuild. It gives your agents AI in their hands, inside the CRM they already use, starting with a free plan.

What each approach ships

Structurely pricing starts at $499/mo + $2,500 setup — verify current rates at structurely.com. Ace pricing is at followupace.com/#pricing. Ace feature claims are verified against the shipped codebase.

  Structurely Ace + your existing FUB
Service model Managed AI ISA — vendor runs AI conversations + human oversight Self-serve AI layer — your agents control the AI inside FUB
Starting price $499/mo — see structurely.com for current rates Free plan available — see /#pricing
Setup / onboarding fee $2,500 one-time onboarding fee $0 — free to start
Demo / sales call required Yes — sales-gated onboarding No — sign up and start today
FUB integration type Third-party integration (separate login, external service) FUB Marketplace-certified native embed
AI lead conversations Yes — managed AI texting with leads Yes — agent-drafted AI messages in FUB embed
Human oversight layer Yes — Structurely staff monitors conversations No managed oversight — agents control every message
Who reviews outbound AI messages? The AI sends autonomously — Structurely staff monitor conversations, not approved per-message by your agent Your agent approves every send + code-enforced Fair Housing scan
Fair Housing compliance scanner Not publicly specified Yes — scan_message_for_compliance on every outbound message
Zillow speed-to-lead advisor Not publicly specified Yes — zillow_speed_to_lead_check auto-injected on every Zillow contact
Your clients’ PII vs the AI Policy states third-party AI messages are “not stored or used for training purposes outside of Structurely” (policy dated Aug 2024); no PII redaction or tokenization described Emails & phones tokenized before any model sees them; never used to train models
Claude + ChatGPT Connector (MCP) Yes — FUB-aware tools in Claude.ai and ChatGPT
Voice on mobile Yes — Pro plan, ElevenLabs WebRTC, iOS Safari tested
Pipeline health check Yes — flags stale contacts + broken automations in FUB
Lead scoring model AI qualification via conversation → FUB tags & timeline notes; no published scoring model, accuracy, or calibration Calibrated ML model suite — published held-out accuracy, numeric Win Score written to FUB fields
Ace Trove (account-wide scoring + alerts) Yes — add-on, by FUB database size
Service model
Structurely
Managed AI ISA (vendor-run)
Ace
Self-serve AI inside FUB
Starting price
Structurely
$499/mo (see structurely.com)
Ace
Free plan available
Setup fee
Structurely
$2,500 one-time
Ace
$0
Demo required
Structurely
Yes — sales-gated
Ace
No — sign up today
FUB integration
Structurely
Third-party, external service
Ace
FUB Marketplace-certified embed
Who reviews outbound AI messages?
Structurely
Autonomous — staff-monitored, not per-message agent approval
Ace
Your agent approves every send + Fair Housing scan
Compliance scanner
Structurely
Not specified
Ace
Yes — every outbound message
Client PII vs the AI
Structurely
No-train statement for third-party AI (Aug 2024 policy); no tokenization described
Ace
Tokenized before any model; never trained on
Claude + ChatGPT
Structurely
Ace
Yes — FUB-aware Connector
Voice on mobile
Structurely
Ace
Yes — Pro plan
Pipeline health check
Structurely
Ace
Yes
Lead scoring model
Structurely
Conversational qualification → tags/notes; no published model
Ace
Calibrated ML suite, published accuracy

Lead scoring: a validated model vs. a qualified conversation

Structurely and Ace both help you focus on the right leads — but through very different mechanisms, and the difference matters when a number (or a tag) decides who your team works first.

Structurely qualifies leads through conversation. When a lead responds, its AI reads the exchange and applies Follow Up Boss tags — Interested, Responded, Needs Follow Up — and writes the conversation to the timeline. That tells you what a lead said. Its public materials describe AI qualification but do not publish a scoring model, held-out accuracy, or calibration, and unresponsive leads never get qualified because there is no conversation to read.

Ace scores every contact with a suite of calibrated machine-learning models — conversion, response, churn, and appointment-likelihood — trained on a behavioral data warehouse of real CRM outcomes. They are validated on held-out data with published accuracy (several models above 0.90 AUC; full methodology in the model evaluation report), calibrated so a 30 means roughly a 30% chance, written into your FUB fields nightly as a numeric Win Score, and checked against the actual outcome. A lead who never replies still gets scored — because the model reads outcomes and behavior, not just the last text.

Three questions to ask any “AI lead scoring” vendor

(1) Is it a validated model with published accuracy, or an undisclosed heuristic or tag rule? (2) Is it calibrated — does a 70 actually mean about 70%? (3) Is every prediction checked against the real outcome? Ace publishes all three at /learn/model-evaluation. If a tool cannot answer these, treat its “score” or priority tag as an opinion, not a measurement.

When Structurely is the right choice

If you generate a high volume of internet leads and want a hands-off managed service to work them, Structurely is built for that.

Structurely's strength is the combination of automated AI text conversations with human oversight — a Structurely team member monitors conversations and can intervene when needed. For high-volume teams that generate hundreds of internet leads per week and want a vendor to run that initial qualification process end-to-end, that managed model is genuinely valuable. You are not the one managing the AI; Structurely's team is.

Ace is not a managed service. Ace gives your agents direct control over AI assistance inside FUB — they draft messages, the AI assists, compliance is scanned, and Zillow context is injected. If you want a free-form AI conversation bot, Ace's model is different: Ace Autopilot works leads autonomously on human-written playbooks — drafts-first until you graduate it — and hands the conversation to your agent the moment a lead replies. Structurely is the right call for teams that want a fully-outsourced ISA function; Ace is the right call for teams that want to be in the loop, with AI as a co-pilot rather than an autopilot.

Why FUB teams choose Ace instead

The teams that choose Ace want AI they can control — inside FUB, inside Claude, inside ChatGPT — without a vendor managing their lead conversations.

  • Free to start, no setup fee, no demo required Try Ace in your live FUB account today. The free plan includes the embedded AI chat, Fair Housing scanner, and Zillow advisor — no credit card, no $2,500 onboarding commitment.
  • Fair Housing compliance on every message — code-enforced The scan_message_for_compliance tool runs before every AI-drafted message leaves your system. Not just AI training — a dedicated scanner that blocks, logs, and alerts on compliance failures.
  • Zillow speed-to-lead — automatic on every Zillow contact zillow_speed_to_lead_check fires automatically on every Zillow lead in FUB, injecting cadence guidance, engagement context, and next-best-action before your agent opens the conversation.
  • Claude and ChatGPT on your phone, with FUB context Ace ships a Connector surface — FUB-aware agentic tools available in Claude.ai and ChatGPT. Ask about a lead from your phone and the AI can look up contact history, draft a follow-up, and update records — no CRM app required.
  • Voice between showings — ElevenLabs WebRTC, iOS Safari ready Pro plan voice chat uses ElevenLabs Conversational AI over WebRTC. Works in iOS Safari iframes — agents use it between showings, from the same FUB embed. No separate app.
  • Pipeline health check — runs on demand Ace flags stale contacts, broken automations, missing custom fields, and untagged lead sources in your FUB pipeline. It's not a one-time audit; run it anytime from the embed.
  • The layer keeps getting smarter — automatically AI moves fast, and a self-serve product layer moves with it: nightly rescoring, weekly model retrains behind a promotion guard, and new tools ship to every account. No re-engagement call, no rebuild, no upgrade project — when the AI industry pivots, your tooling pivots with it. A managed service or platform bundle only improves when the vendor re-engages.

Structurely vs Ace — frequently asked

How much does Structurely cost?

Structurely's published starting price is $499 per month, plus a one-time $2,500 onboarding fee. Pricing may include additional fees depending on lead volume or channels used. See structurely.com for current rates — prices change and this page may not reflect the latest numbers.

What is an AI ISA for real estate?

An AI ISA (Inside Sales Agent) automatically contacts incoming real estate leads via text or chat, qualifies their intent, and nurtures them until they are ready to connect with a human agent. Structurely offers this as a managed service — their team oversees conversations. Ace is a different model: a self-serve AI layer your agents use directly inside Follow Up Boss to draft messages, scan for compliance, and act on leads in FUB, Claude, or ChatGPT.

Does Structurely work with Follow Up Boss?

Structurely integrates with Follow Up Boss via a third-party connection — leads can pass between the two systems. However, it is not a FUB Marketplace-certified native embed; it runs as a separate managed service. Ace is a FUB Marketplace-certified embed: it runs directly inside FUB's interface and does not require a second login or a separate vendor relationship to manage your conversations.

What is the difference between Structurely and Follow Up Ace?

Structurely is a managed AI ISA service: a vendor runs automated lead conversations with human oversight. Ace is a self-serve AI layer your agents use inside FUB. Structurely automates the conversation process end-to-end; Ace gives agents AI assistance, compliance scanning, and Zillow guidance inside the CRM they already use — and extends to Claude and ChatGPT on any device. They are different tools for different workflows.

Is there a free alternative to Structurely for real estate AI?

Ace offers a free plan — no credit card, no demo, no setup fee. It is not a direct substitute for Structurely's managed ISA service (Ace is agent-controlled, not managed), but for agents who want AI assistance inside Follow Up Boss without a managed-service contract, Ace's free plan is a practical starting point. Start at followupace.com/admin/signup.

Does Structurely score leads, and how does Ace’s scoring compare?

Structurely qualifies leads through conversation and applies Follow Up Boss tags (Interested, Responded, Needs Follow Up) plus timeline notes — its public materials describe AI qualification but do not publish a scoring model, held-out accuracy, or calibration, and a lead who never responds is never qualified. Ace scores every contact with a suite of calibrated machine-learning models (conversion, response, churn, appointment likelihood) trained on a behavioral data warehouse, validated on held-out data with published accuracy (several models above 0.90 AUC — see the model evaluation report), calibrated so the number maps to a real probability, and written into Follow Up Boss fields nightly as a numeric Win Score. A tag tells you what a lead said; a calibrated model tells you the probability it converts, even if the lead never replied.

Who is liable when an AI texts my leads?

When an autonomous AI texts your leads, each message reaches them under your team's brand and your agent's license — so the exposure is yours to understand before you sign. A few category facts worth knowing: in February 2024 the FCC ruled that AI-generated voices are 'artificial' under the TCPA, meaning consent rules apply to AI calls; TCPA statutory damages run $500 to $1,500 per call or text; several states, such as California, require a bot communicating to sell to disclose it is not human; and Fair Housing liability attaches to what is said to a lead whether a human or an AI said it. None of this is specific to any one vendor — it is true of autonomous AI outreach as a category. So ask any vendor these questions: Who reviews each message before it sends? And who carries TCPA and Fair Housing exposure — read the indemnification clause in the contract. Ace answers it differently by design: your agent approves every send, and a code-enforced Fair Housing scan runs on each message before it leaves, so a human is always the last checkpoint before a lead hears from you.

Try Ace free — no setup fee, no demo required.

Free plan. No credit card. FUB Marketplace certified. Start in the FUB account you already run.

FUB Marketplace certified· Fair Housing trained· Encrypted in transit & at rest· We don't train on your data

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See how Ace stacks up against the other platforms FUB teams most often evaluate alongside it.