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koira updatesself-driving workautomation integrations

What Koira Built in the Last 30 Days — and Why It Matters

KOIRA Team7 min read1,397 words
Koira self-driving work platform showing new integrations dashboard with GBP, Faire, and Jobber connections active
Intro
Breakdown
Solution
FAQ
◆ Key takeaways
  • Eight new platform connections shipped in August 2026, covering all four self-driving work functions — marketing, sales, support, and operations.
  • Every integration works without an API from the target site — Koira operates directly in the browser, the same way a human would.
  • The review-response integration for Yelp and Google Business Profile is the most-requested feature from the past two release cycles.
  • The Faire wholesale portal connection closes a genuine inventory-sync gap for product-based businesses selling through multiple channels.
  • Self-healing logic was extended this month so automations that break due to a site redesign now recover without a manual retrain.
  • The approval queue now surfaces confidence scores so owners can prioritize which pending actions need eyes and which can be cleared in bulk.

What Shipped This Month

Every month Koira publishes a plain-English account of what got built, what changed, and what it actually means for the people running it. This is August 2026's edition.

The short version: eight new platform connections, one significant improvement to the self-healing engine, and a confidence-score layer added to the approval queue. The longer version is below.


New Platform Connections

1. Google Business Profile — Review Response Automation

This was the single most-requested feature across the last two release cycles. Koira can now monitor your GBP listing for new reviews, draft a reply in your voice, and either post it automatically or hold it in the approval queue — your choice.

The draft is generated from a voice profile Koira builds from your past replies, your business description, and any tone notes you've added. A five-star review from a regular gets a warm, specific reply. A three-star with a complaint gets a reply that acknowledges the issue and offers a path forward — without sounding like a corporate template.

For owners who've been manually checking GBP every few days and typing replies one at a time, this one change alone recovers 30–90 minutes a week depending on review volume.

2. Yelp — Review Response Automation

Same pattern as GBP, built for Yelp's interface. Koira logs into your Yelp for Business account, reads new reviews, and drafts replies. The voice profile is shared across both platforms so your tone is consistent whether someone found you on Google or Yelp.

One thing worth noting: Yelp's interface changes more frequently than GBP's. The self-healing engine was specifically extended this month to handle Yelp's layout variations — more on that below.

3. Faire — Wholesale Inventory Sync

Faire is the wholesale marketplace where a large slice of independent retail buyers place orders. If you sell through Faire alongside your own Shopify store, you've probably dealt with inventory drift — a product sells out on Faire, but your Shopify still shows stock, or vice versa.

Koira now monitors both surfaces and flags when quantities diverge by more than a threshold you set. It can also push quantity updates from your primary source of truth (usually Shopify) to Faire without you logging in manually. This doesn't require Faire's API — Koira operates in the Faire seller portal directly, the same way you would.

4. Mindbody — Booking Confirmation and Waitlist Management

For fitness studios, salons, and wellness businesses running on Mindbody, Koira can now handle two specific workflows: sending confirmation messages when a booking is made, and working the waitlist when a cancellation opens a slot.

The waitlist logic is the more interesting piece. When a spot opens, Koira contacts the next person on the list, gives them a window to confirm, and if they don't respond within your set time, moves to the next person — all without you touching it. The sequence runs inside Mindbody and your messaging channel simultaneously.

5. Jobber — Invoice Follow-Up Cadence

Jobber is widely used by home-service businesses — landscapers, HVAC, cleaning companies. Koira can now pull the list of overdue invoices from Jobber and run a follow-up sequence: a polite first nudge at 7 days past due, a firmer second message at 14 days, and an escalation flag to you at 21 days.

The messages are written in your voice. The cadence is configurable. And because Koira operates in the Jobber interface directly, there's no webhook setup, no API key to manage, and no Zapier chain to maintain.

6. Substack — Subscriber Engagement Monitoring

For creators and consultants who publish on Substack, Koira can now monitor which subscribers haven't opened the last three issues and draft a re-engagement email for your review. It also tracks comment activity and flags posts that are generating unusual discussion — useful for knowing where to show up and respond.

This is an early-stage connection. The current version monitors and drafts; posting replies directly is on the roadmap for September.

7. LinkedIn — Outreach Sequence Automation

Koira can now run a basic LinkedIn outreach sequence: connection request with a personalized note, a follow-up message if the connection is accepted but no reply comes within a set window, and a second follow-up after another interval. Each message is generated from a template you approve, customized per recipient based on their profile.

This is scoped to first-degree outreach from your own account — not mass scraping, not bulk connection blasting. The intent is to let a consultant or agency owner maintain a steady cadence of genuine outreach without manually drafting every message.

8. Square — End-of-Day Sales Summary Push

For businesses running Square as their POS, Koira can now pull the end-of-day sales summary and push it to wherever you actually review it — your email, a Slack channel, or a Google Sheet you've set up. The summary includes total sales, top items, refund count, and a comparison to the same day last week.

Small thing, but the owners who asked for it were spending five to ten minutes every evening navigating Square's reporting screens to get numbers they look at every single day.


Self-Healing Engine: Extended Coverage

Koira's self-healing logic has been part of the platform since launch — when a website changes its layout, the automation detects the mismatch and attempts to recover without a manual retrain. This month that coverage was extended in two ways.

Broader trigger detection. Previously, healing kicked in when an automation failed completely. Now it also triggers when an automation succeeds but with lower confidence than the baseline — meaning it catches degraded performance before it becomes an outright failure.

Yelp-specific layout variants. Yelp's for-business interface has several layout states depending on account age, review volume, and A/B tests Yelp runs internally. The self-healing engine now has explicit handling for four known Yelp layout variants, which is why the Yelp integration could ship with reasonable reliability this cycle.


Approval Queue: Confidence Scores

The approval queue is where Koira holds actions it's not fully confident about before executing them. Until this month, items appeared in the queue without much context — you'd see a draft reply or a pending action and have to evaluate it from scratch.

Now each item carries a confidence score (displayed as a percentage) and a brief rationale: why Koira is uncertain, what it's basing the draft on, and what it would need to be more confident. High-confidence items can be bulk-approved. Low-confidence items get a flag that tells you specifically what to look at.

In practice, this means owners spend less time in the queue overall, and the time they do spend is focused on the decisions that actually need a human.


What's Coming in September

Three things are in active development for the next cycle:

  • Substack direct reply posting — completing the Substack connection so Koira can post comment replies, not just draft them.
  • Thumbtack lead response automation — for service businesses getting inbound leads through Thumbtack, a first-response sequence that replies within minutes of a lead arriving.
  • Multi-location GBP management — for businesses with more than one Google Business Profile, a unified view and the ability to run review responses and update posts across all locations from a single automation.

If you're using Koira and one of these is relevant to your workflow, the beta list is open — reach out through your workspace dashboard.


A Note on How We Decide What to Ship

The integrations above weren't chosen because they were technically interesting. They were chosen because enough owner-operators were doing the same manual task repeatedly and asking whether Koira could take it over.

The GBP review response took two release cycles to ship not because it was hard to build but because getting the voice-matching right — so replies don't sound like a bot — required more iteration than the technical connection itself. That's the part that matters. A review reply that sounds like a template does more damage than no reply at all.

Every integration on the list above went through the same filter: does it save real time, and does it do the work in a way the owner would actually be comfortable with? The ones that passed that test shipped. The ones that didn't are still in the queue.

A review reply that sounds like a template does more damage than no reply at all — that's why voice-matching took longer than the technical connection itself.

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Title: Koira Integrations Shipped: August 2026 Edition
Self-healing automation
An automation that detects when a target website's layout or interface has changed and attempts to recover and continue operating correctly without requiring a manual retrain from the user.
Approval queue
A holding area in Koira where actions the software is uncertain about are staged for owner review before being executed, allowing the owner to stay in control of customer-facing output.
Confidence score
A percentage shown on each item in Koira's approval queue that indicates how certain the automation is about its draft or action, along with a brief rationale for the uncertainty.
Voice profile
A learned model of an owner's communication style — built from past replies, business descriptions, and tone notes — that Koira uses to generate customer-facing messages that sound like the owner, not a template.
No-API integration
A platform connection that operates through the browser interface of a target site rather than through a developer API, requiring no API keys, webhooks, or code setup from the user.
Manual workflow vs. Koira-automated workflow across August's new integrations
AreaDone manuallyWith Koira automation
GBP & Yelp review repliesLog in every few days, read each review, draft a reply from scratch — 30–90 min/weekKoira monitors, drafts in your voice, posts or holds for approval — owner reviews in bulk in minutes
Faire inventory syncManually check Faire and Shopify quantities and update whichever is wrong — easy to forget, easy to oversellKoira detects divergence automatically and pushes the correct quantity from your source of truth
Mindbody waitlist managementCall or text the next person on the waitlist when a cancellation comes in, wait, call the next if no responseKoira contacts the waitlist in sequence, gives a response window, and moves down the list automatically
Jobber invoice follow-upPull overdue invoice list manually, draft individual follow-up messages, track who's respondedKoira runs a configurable cadence — 7-day nudge, 14-day follow-up, 21-day escalation — in your voice
Square end-of-day reportingNavigate Square's reporting screens every evening to pull numbers you look at every single dayKoira pushes a formatted summary to your email, Slack, or Google Sheet automatically at close of day
LinkedIn outreachDraft each connection note individually, manually follow up with accepted connections who haven't repliedKoira runs a personalized sequence — connection request, first follow-up, second follow-up — on a set cadence

How to activate a new Koira integration from this month's release

  1. 01
    Open your workspace and go to Integrations. From the Koira dashboard, navigate to the Integrations tab. Newly shipped connections appear at the top of the list with a 'New' badge so you don't have to scroll through everything to find them.
  2. 02
    Select the platform you want to connect. Click the integration card for the platform — GBP, Yelp, Faire, Mindbody, Jobber, Substack, LinkedIn, or Square. Each card shows a plain-English description of what the automation does and which workflow it covers.
  3. 03
    Authenticate with your existing credentials. Koira will open the target platform's login screen in a sandboxed browser session. Log in with your normal username and password — no API keys, no developer tokens, no separate setup steps.
  4. 04
    Set your automation preferences. Configure the options specific to that integration: approval queue vs. auto-execute, timing thresholds (for invoice cadences or waitlist windows), tone notes for voice-matched replies, and any filters you want applied (e.g., only respond to reviews under four stars manually).
  5. 05
    Run a test cycle and review the output. Trigger a manual test run from the integration settings screen. Koira will execute one cycle of the automation and surface the output in your approval queue so you can see exactly what it would have done before you let it run live.
  6. 06
    Set the schedule and activate. Choose how frequently Koira should run the automation — hourly, daily, or triggered by a specific event like a new review or a new invoice crossing the due date. Flip the toggle to active and the automation starts running on its own.
  7. 07
    Monitor confidence scores in the approval queue. For the first week or two, check the approval queue daily. The confidence scores will show you where the automation is uncertain. Use that feedback to refine your tone notes or threshold settings until the output consistently matches what you'd do yourself.
FAQ
Do these new integrations require me to set up API keys or developer credentials?
No. Every integration Koira ships works by operating in the browser interface of the target platform — the same way you would if you logged in manually. There are no API keys to generate, no webhooks to configure, and no developer setup required. You authenticate with your normal login credentials, and Koira handles the rest.
What happens if one of these platforms changes its interface after I've set up an automation?
Koira's self-healing engine monitors for layout changes and attempts to recover automatically when it detects a mismatch. This month's update extended that coverage to catch degraded performance before it becomes a full failure, and added specific handling for Yelp's known layout variants. If healing can't resolve the issue automatically, you'll get a notification with context on what changed.
Can I run the review response automation without auto-posting — just to review drafts first?
Yes. Every automation that produces customer-facing output can be set to hold in the approval queue rather than execute automatically. The new confidence scores added this month make it easier to decide which drafts need your attention and which can be approved in bulk. You can move to auto-posting later once you're comfortable with the output quality.
The Faire integration sounds useful — does it work if Faire is not my primary sales channel?
Yes. The Faire connection works regardless of whether Faire is your primary or secondary channel. You set which platform is the source of truth for inventory quantities, and Koira syncs from there. If you treat Shopify as primary, Koira pushes Shopify quantities to Faire. The sync can also be set to alert-only mode, where it flags divergences without automatically updating anything.
Is the LinkedIn outreach automation compliant with LinkedIn's terms of service?
Koira's LinkedIn connection is scoped to operate within the same behavioral limits a human user would — it sends connection requests and messages at a rate consistent with normal manual activity, not bulk automation. That said, LinkedIn's terms of service are their own document and can change. We recommend reviewing LinkedIn's current user agreement and staying within the daily limits Koira exposes in the automation settings.
How do I get on the beta list for the September features?
The beta list for Thumbtack lead response, multi-location GBP management, and Substack direct reply posting is accessible through your Koira workspace dashboard. Look for the 'Upcoming Features' section and toggle on the ones relevant to your workflow. Beta participants get early access and are asked for feedback after the first two weeks of use.
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