Premier Tree Specialists Lead Intake Agent
Office manager loses hours daily toggling between the Google LSA dashboard, Vercel form admin, and AnswerForce inbox to type replies while the call team handles live phones. Most non-phone leads wait 15+ minutes, damaging LSA quality score and ad ranking. Each manual reply takes 3-5 minutes or gets skipped entirely when phones are busy.
All non-phone inquiries flow into one unified inbox. 80% receive FAQ-grounded replies via text and email in under one minute. Below-threshold replies queue for one-click approval. Every lead is pushed to ArboStar. The dashboard shows time-to-first-response and auto-send rate per source.
Stop losing tree-care leads to slow response times
The office manager loses hours daily toggling between the Google LSA dashboard, Vercel form admin, and AnswerForce inbox to type replies while the call team handles live phones.
12-20 hours per week toggling between three separate systems
15+ minute response times reduce ad ranking and create a feedback loop that gets worse over time
Customers call back chasing estimates and replies that were promised but never sent
Sub-one-minute replies to 80% of non-phone inquiries
Sub-one-minute auto-replies improve Google LSA quality score and ad ranking
80% threshold balances automation with human review for edge cases and complex inquiries
Text and email follow-up ensures leads are reachable on their preferred channel
Dashboard shows time-to-first-response and auto-send rate per source across all non-phone channels
The agent reads each inquiry from Google LSA, website forms, and AnswerForce summaries, extracts caller details, drafts an FAQ-grounded reply with a confidence score, and auto-sends above 80% via text and email in under one minute. Below-threshold replies queue for one-click approval. Every lead pushes to ArboStar so the sales team picks it up in their existing CRM. The unified dashboard surfaces time-to-first-response and auto-send rate per source so Matt finally has one KPI view across all non-phone channels.
How the lead intake agent works
The agent consolidates inquiries from three sources, extracts structured details, generates FAQ-grounded replies, and routes every lead to ArboStar.
Google LSA notification emails, Vercel website form submissions, and AnswerForce after-hours summaries flow into a single unified inbox via email forwarding and API ingestion.
The agent parses each inquiry to pull name, phone, email, address, and scope of work. Missing fields are flagged so the team knows what to ask if the lead reaches the review queue.
The agent generates a reply grounded in Premier's FAQ training guide, which covers 14 canonical questions, pricing rules, service-area boundaries, seasonal restrictions, and referral logic. The reply includes a confidence score based on FAQ match strength, data completeness, and emergency-flag absence.
Replies above the confidence threshold are auto-sent via text and email in under one minute. Below-threshold replies queue for one-click human review with the draft pre-filled.
Every processed lead is pushed to ArboStar via the API so the sales team picks it up in their existing CRM. No lead is lost or duplicated.
Google LSA notification emails +
Forwarded to the unified inbox; parsed for customer name, phone, email, location, and service request
Vercel website form submissions +
New form entries with name, email, phone, address, service type, region, and notes
AnswerForce after-hours summaries +
Email summaries with caller name, phone, timestamp, and free-text reason for calling
FAQ training guide +
14 canonical questions with customer phrasings, recommended responses, escalation triggers, and pricing rules
Parse and extract +
Lightweight-tier model extracts name, phone, email, address, city, zip, and scope of work from raw inquiry text
Generate FAQ-grounded reply +
SoTA-tier model drafts a reply grounded in the FAQ training guide, respecting pricing rules ($350 crew minimum, $200/hr arborist report), seasonal restrictions (oak season), service-area boundaries, and referral logic (Stump Pro for under-minimum jobs)
Score confidence +
Model self-rates certainty (0-100%) based on FAQ match strength, data completeness, and emergency-flag absence
Route by confidence +
Above 80%: auto-send via text and email. Below 80%: queue for human review. Below 50%: show extracted data only and flag for full manual reply
Send dual-channel outreach +
Auto-sent replies go out via iMessage/SMS (Agent Phone) and email (Agent Mail) in under one minute
Push to ArboStar +
Every processed lead is posted to ArboStar via the /api/requests/create endpoint with name, email, phone, address, city, state, postal, country, and scope details
Auto-sent text reply +
iMessage or SMS to the lead's phone number with FAQ-grounded response and next steps
Auto-sent email reply +
Follow-up email to the lead's email address with the same response, brand signature, and contact information
ArboStar lead record +
New request in ArboStar Leads module with extracted details so the sales team picks it up in their existing CRM
Review queue entry +
For below-threshold replies: draft reply, confidence score, reasoning, and one-click Approve/Edit/Reject buttons
Audit trail +
Timestamped log of every lead, extracted fields, reply text, confidence score, and routing decision for quality review and analytics
Is this for you?
- + Tree-care companies with Google LSA - Companies running Local Service Ads who need sub-1-minute response times to protect their quality score and ad ranking
- + Multi-channel lead intake - Operations managing inquiries across Google LSA, website forms, and after-hours services like AnswerForce
- + ArboStar CRM users - Tree-care teams already using ArboStar who want to consolidate non-phone leads into their existing CRM without manual data entry
- + FAQ-driven service businesses - Companies with documented pricing rules, service-area boundaries, seasonal restrictions, and referral logic that can be encoded into a training guide
- + Small call teams - 4-person teams or smaller where live phone calls take priority and non-phone leads slip through the cracks
- - Companies without documented FAQ or pricing rules - The agent needs a training guide with canonical questions, responses, and escalation triggers. If your pricing, service area, or policies are not yet documented, start there first
- - Businesses not using ArboStar - This build pushes leads to ArboStar via API. If you use a different CRM, the integration path changes and requires custom development
- - High-volume lead sources without deduplication - If the same customer inquires across multiple channels frequently, deduplication logic is needed. This build handles 30-minute phone-number dedup; more complex scenarios require custom rules
- - Businesses requiring real-time LSA webhook integration - This build uses email-monitoring for Google LSA (1-2 minute delay). If you need real-time LSA ingestion, Hatch integration is a v1.x upgrade path
Pricing and build model
Premier Tree Specialists Lead Intake Agent is a scoped custom build with usage-based runs. The build includes the unified dashboard, FAQ-grounded reply generation, confidence scoring, dual-channel outreach, and ArboStar integration. Pricing covers the initial development, prototype review, and integration with your existing systems. Usage costs are based on the number of leads processed and replies generated per month.
- Scoped build covers dashboard, extraction, reply generation, confidence scoring, dual-channel outreach, and ArboStar integration
- Usage-based pricing for leads processed and replies generated per month
- Three time-sensitive customer asks start before the build kicks off: 10DLC SMS certification, AgentMail inbox domain confirmation, and Gmail forwarding rules setup
- Prototype includes working dashboard with mock leads spanning all three sources, live extraction, AI-generated replies with confidence scores, and demo-mode dual-channel send
How fast will the agent reply to a lead from Google LSA or a website form?
The agent reads each inquiry, extracts caller details, drafts an FAQ-grounded reply, and auto-sends above 80% confidence via text and email in under one minute. This sub-one-minute response time directly improves your Google LSA quality score and ad ranking. Below-threshold replies queue for one-click human approval.
What happens if the agent isn't confident about a reply?
Replies below 80% confidence go to a review queue where you see the extracted details, the draft reply, the confidence score, and the reasoning. You can approve, edit, or reject with one click. Replies below 50% confidence skip the draft entirely and show only the extracted data, flagged for a full manual reply. This keeps low-quality automation out of your customer inbox.
Does the agent handle pricing questions like the $350 crew minimum?
Yes. The agent is grounded in your FAQ training guide, which includes pricing rules like the $350 crew minimum, $200 per hour for arborist reports, and the Stump Pro referral for under-minimum jobs. When a customer asks about a small stump or single tree, the agent proactively explains the minimum and offers alternatives like financing or referral to Stump Pro. It never conflates a free estimate with a paid arborist report.
Will the agent send replies via text and email, or just one channel?
Both. Every auto-sent reply goes out via iMessage or SMS to the lead's phone number and a follow-up email to their email address. This dual-channel approach ensures the lead sees your response on their preferred channel. iMessage works immediately; SMS to non-iPhone destinations waits for 10DLC certification, which takes 1-2 weeks.
Does every lead go into ArboStar, or only the ones the agent replies to?
Every processed lead goes into ArboStar, whether the agent auto-sent a reply, queued it for review, or flagged it for manual handling. This means your sales team picks up all non-phone inquiries in their existing CRM without manual data entry. No lead is lost or duplicated.
What if a customer calls back after receiving an auto-sent reply?
The agent's reply includes your phone number and email, so customers can reach you directly. If they call in, your team handles it like any other inbound call. If they reply to the email or text, that message flows back into the unified inbox for your team to review and respond to.
Is this build only for tree-care companies, or can other field service businesses use it?
This build is purpose-built for tree-care operations with documented pricing rules, service-area boundaries, seasonal restrictions, and referral logic. The FAQ training guide, domain knowledge, and ArboStar integration are specific to Premier Tree Specialists. Other field service businesses could adapt the pattern if they have similar FAQ documentation and use ArboStar, but the domain rules would need to be customized.
What if a customer inquiry mentions oak trimming during oak season?
The agent recognizes oak-related inquiries during the closed season (approximately April through November in Ohio) and explains the seasonal restriction with the November reopen window. This prevents the sales team from fielding calls about work that can't be done yet and sets proper customer expectations.
Parallel workflow for high-volume lead qualification with dual-channel outreach and CRM integration
Similar pattern for multi-source consolidation with confidence-scored routing and review queues
Field service automation with domain-specific pricing rules and FAQ-grounded customer replies
Ready to stop losing tree-care leads to slow response times
The agent consolidates Google LSA, website forms, and AnswerForce into one unified inbox, drafts FAQ-grounded replies in under one minute, and pushes every lead to ArboStar. See the prototype with your real lead data and FAQ training guide.