Live Campaign — SNF Pools

(Marcel Arene)

Replies pushed in real time from GHL via webhook.

10 positive replies not delivered to the client's GHL: Caryn Husk (GWP Builders, not sent), Robert Bischoff (Shoreview Pools and Spas LLC, not sent), Vincent Knowles (MBG&A Complete Pool Service and Backyard Remodeling, failed), Hassan Barnes (Majestic Waterscapes & Pools, not sent), Dorie Khawaja (Water Works Pool, not sent), Jongki Moon (Swim Clean Pools, not sent), Jackie Haney (Majestic Waterscapes & Pools, not sent), John Emmerson (Blue Water Paradise, not sent), Jeffrey Foster (SCV Pools, not sent), Ju Sung Wu (SCV Pools, not sent). Use the Send to GHL button on each row.
Contacts Sent
25076
Positive Reply Rate
0.4%
106 positive of 25076 sent
Appointment Booking Rate
0.1%
20 booked of 25076 sent
Total Cost
$356.83
$208.13 SMS + $148.70 leads · 25,076 texts
Cost per Reply
$0.30
1198 replies
Cost per Positive
$3.37
106 positive
Cost per Booked
$17.84
20 booked
Hook A/B Comparison
Hook Sent Replies Reply Rate Positive Positive Rate Booked Booking Rate
remodelcampaign-noaddress 19937 1017 5.1% 85 0.4% 19 0.1%
servicecampaign-address 5139 181 3.5% 21 0.4% 1 0.0%
AI classifier (live)
The AI decides every reply and sends hot, curious and outdoor-living ones to the client's GHL. Opt-outs are always negative. The old rules' answer is kept for comparison.
894/1198
labeled
239 → 106
positives (old rules → AI)
0.42%
AI positive rate
0
booked leads AI would miss
Received Contact Phone Message Classification AI Old rules Fix Booked GHL
2026-11-13T21:26:35 Jodi Dicarlantonio +15616011731 Do I no u? Needs Review
by AI
unclear
Asking whether they know the sender is essentially 'who is this?' with no interest or refusal. (85%)
positive
—
2026-11-13T18:49:42 Calin Nartea +15615634035 Hi I'm GC if you need help let me know Needs Review
by AI
unclear
The reply is a general contractor offering their own services, which isn't a request for pool work or a clear no. (60%)
positive
—
2026-11-13T18:48:37 Sandra Merlino +16095767263 Kami Needs Review
by AI
unclear
"Kami" is likely a name or a typo, and it shows no clear intent toward the service offer. (75%)
positive
—
2026-11-13T14:45:11 Dennis Briganti +19176866120 Texts disabled from this number, voice calls only Needs Review
by AI
unclear
Auto-reply saying texts are disabled; no interest or refusal expressed. (60%)
positive
—
2026-11-13T14:44:56 Oscar Cardozo +15617561057 We have a pool Needs Review
by AI
unclear
The reply just confirms they have a pool, with no clear yes, no, or question about the remodel offer. (55%)
positive
—
2026-11-13T12:21:47 Debra Paul +15614415278 This isnt Debra Negative
by AI
wrong person
Recipient says they are not the named person, with no interest expressed. (93%)
positive
—
2026-11-12T23:04:47 Carolyn Lepler +19145840480 Not at at this time but thanks Negative
by AI
not interested
Polite decline ('not at this time'), which counts as a no per the guidelines. (88%)
positive
—
2026-11-12T21:10:11 Negin Kordbacheh +15613711419 House Needs Review
by AI
unclear
The single word "House" doesn't say whether they want pool service or not. (85%)
positive
—
2026-11-12T20:59:46 Monica Bonner +15615583624 not at this moment, thank you Negative
by AI
not interested
Polite decline, 'not at this moment' is treated as a no. (88%)
positive
—
2026-11-12T17:20:53 Enrique Diemecke +18104070330 Fuck no Negative
by AI
not interested
Explicit, emphatic no to the remodel offer. (97%)
positive
—
2026-11-12T00:58:22 Romario Brown +15615023299 Use yew Needs Review
by AI
unclear
"Use yew" is garbled and its intent toward the service offer can't be determined (it might be a mistyped "yes", but that's speculative). (60%)
positive
—
2026-11-11T23:16:49 Madelyn Fuller +15617077539 Thanks but I have a pool person Negative
by AI
not interested
In the service variant, already having a pool person is a no to the service offer. (95%)
positive
—
2026-11-11T22:44:36 John Fierfelder +15617236174 I'm not doing her that property Needs Review
by AI
wrong person
The garbled reply most likely means they are not the owner of, or not associated with, that property. (55%)
negative
—
2026-11-11T21:08:05 Zachary Tish +15616939599 Hey Dave, it's Zachary Needs Review
by AI
unclear
The reply only introduces the sender by name, with no interest, refusal, or question about the service offer. (70%)
positive
—
2026-11-11T20:36:08 Deborah Delany +15086541217 I Needs Review
by AI
unclear
A lone "I" is incomplete and shows neither interest nor refusal. (90%)
positive
—
2026-11-11T20:31:16 Dmitry Egorov +14083323793 Ni Needs Review
by AI
unclear
"Ni" is ambiguous, possibly a typo for "No" or "Hi", so there is no explicit no. (60%)
positive
—
2026-11-11T19:51:34 Gabe Landau +19143120749 Hi Dave I don't live in Florida man Negative
by AI
wrong person
Says they don't live in Florida, indicating the records are wrong and they don't own the pool property. (90%)
positive
—
2026-11-11T19:46:35 Barbara Harris +12154991298 If my name were Barbara, if I lived anywhere near Florida, and if I had a pool, I'd probably be interested. But I have a dick, I live in a state where people think before they vote, and I swim in the ocean and rivers, not a pool. So leave me the fuck alone. Negative
by AI
opt out
Wrong person with no pool, but explicitly demands to be left alone, which is an opt-out request. (75%)
positive
—
2026-11-11T16:34:00 Kenneth Kasnett +13015294475 This isn't Kenneth Negative
by AI
wrong person
Recipient says they are not the named person, with no interest expressed. (95%)
positive
—
2026-11-11T16:10:00 Robert Brown +15615683654 You Dave Needs Review
by AI
unclear
"You Dave" is ambiguous, possibly asking if this is Dave, with no clear interest or refusal. (75%)
positive
—
2026-11-11T14:48:47 Mitra Kalanian +15615420773 Thank you but we do not need. Please erase our phone number Negative
by AI
opt out
Declines and explicitly asks to erase their phone number, which is an opt-out request. (90%)
positive
—
2026-11-10T21:23:18 Cheryl Altman +15616850480 Got it! Needs Review
by AI
unclear
"Got it!" only acknowledges the service offer without a clear yes, no, or question about it. (60%)
positive
—
2026-11-10T19:28:44 Ann Ganley +19549378114 Sto Negative
by AI
opt out
"Sto" is most likely a truncated "Stop", which is an opt-out request. (75%)
positive
—
2026-11-10T19:22:36 Daniel Bell +15617024099 All set Thank u Negative
by AI
not interested
"All set, thank you" is a polite decline of the remodel quote offer. (85%)
positive
—
2026-11-10T18:46:12 Ilan Fridman +16466432114 Finished remodeling just a couple of months ago. Negative
by AI
not interested
They just finished remodeling recently, so they don't need a remodel quote. (90%)
positive
—
2026-11-10T18:00:55 Thomas Jones +15617571413 I was just coming out with your check and then you were gone. As far as remodeling, we have too much going on with the house right now. Thanks I guess you'll get the check next time. Negative
by AI
later
Existing customer declines remodel for now because of other house projects, leaving the door open for later. (60%)
positive
—
2026-11-10T17:58:19 Marina Grillo +15613980023 Story Needs Review
by AI
unclear
"Story" doesn't make sense as a reply to a pool service offer; it looks like a typo or autocorrect, possibly of "Sorry", so the intent can't be determined. (75%)
positive
—
2026-11-10T16:13:19 Christopher Plante +13157909955 Fuck off Dave Negative
by AI
not interested
Insulting, hostile reply that amounts to an explicit rejection, with no request to stop texting. (88%)
positive
—
2026-11-10T15:20:36 Sofia Dalin +16467256460 Hey Needs Review
by AI
unclear
A bare greeting shows neither interest nor refusal. (85%)
positive
—
2026-11-10T15:01:15 James Slowiak +15613022619 Not this year, Thank you Negative
by AI
later
Declines for this year but implies possible interest in a future year. (60%)
positive
—
2026-11-09T20:54:16 Ana Nikolic +19252858456 Hi , thanks for your message but I don't have budget and plan to remodel my pool at this moment Negative
by AI
not interested
Explicitly says no budget or plan to remodel at this moment, a polite decline. (85%)
positive
—
2026-11-09T20:33:11 Robert Vasvary +15619974812 Hit me back again next year right now I'm recovering from the summer Negative
by AI
later
Asks to be contacted next year, which leaves the door open but means not now. (90%)
positive
—
2026-11-09T19:45:27 Ezedin Nasr +15612390707 Fuck Off Negative
by AI
not interested
Hostile insult rejecting the offer, with no explicit request to stop texting. (85%)
positive
—
2026-11-09T19:22:05 Alejandro Fernandez +15617793020 Jajjajaj I pool contractor You need help 😭😭 Negative
by AI
not interested
Recipient is a pool contractor laughing at the pitch and offering their own help, which is effectively a no rather than interest in a quote. (60%)
positive
—
2026-11-09T18:58:36 Jonathan Green +15616544504 Do you pay for leads that turn into sales? Needs Review
by AI
unclear
The sender is asking about a referral or lead payment arrangement rather than showing interest in a quote or turning it down, so the reply doesn't fit any other label. (60%)
positive
—
2026-11-09T18:36:11 Rael Hodes +13107795649 Have a brand-new pool, thanks Negative
by AI
not interested
Remodel campaign; the reply says their pool is brand new, which is a polite no to a remodel. (92%)
positive
—
2026-11-09T17:27:40 Ilene Ratner +15617892801 Don't need just done last year Negative
by AI
not interested
Says they don't need it because the pool was just redone last year. (95%)
positive
—
2026-11-09T17:15:00 Alexandra Coulouris +19546846275 Not at this time but perhaps on the future. Negative
by AI
later
Declines for now but explicitly leaves the door open for the future. (80%)
positive
—
2026-11-09T17:10:48 Amy Cohen +12484179353 Sto Negative
by AI
opt out
"Sto" is most likely a truncated "Stop", which is an opt-out request. (75%)
positive
—
2026-11-07T01:37:46 Paul Hacker +15618807582 Go away Negative
by AI
opt out
"Go away" is a dismissive request to stop contacting them, closest to an opt-out. (60%)
positive
—
2026-11-06T19:25:37 Gregory Burns +17323180829 My daughter I'm just a kid Negative
by AI
wrong person
Responder says they're a kid (the daughter), not the homeowner addressed. (75%)
positive
—
2026-11-06T17:42:47 Maritza Chavez +15614457174 Not interesting Negative
by AI
not interested
"Not interesting" is clearly a typo for "not interested," an explicit no to the service offer. (93%)
positive
—
2026-11-06T17:11:13 Evgenii Tugai +16463315099 Are you serious Needs Review
by AI
unclear
"Are you serious" is ambiguous: it could signal annoyance or surprise, but it contains no explicit no or interest. (55%)
positive
—
2026-11-06T16:31:51 Donald Gould +19173449879 I may be interested in a year from now. Please feel free to contact us then. Negative
by AI
later
Homeowner says they may be interested in about a year and invites contact then, leaving the door open. (93%)
positive
—
2026-11-06T16:20:13 Brent Carrion +13057962158 i don't know her Negative
by AI
wrong person
Says they don't know the person named in the text, indicating the wrong person was contacted. (90%)
positive
—
2026-11-06T15:25:45 John Viva +15618867733 we don't live in florida anymore but thank you Negative
by AI
wrong person
They say they no longer live in Florida, meaning they moved away from the property. (93%)
positive
—
2026-11-06T01:38:03 Deanna Pledger +19544157340 Maybe next week. Negative
by AI
later
Defers to next week without an explicit yes, leaving the door open for pool service. (60%)
positive
—
2026-11-05T20:46:26 Troy Skillen +13052901111 How did you get my information? Needs Review
by AI
unclear
Only asks how they got their info, with no yes, no, or question about the offer. (85%)
positive
—
2026-11-05T20:00:52 Dennis Shank +15616025079 Check back with me in about 6 months Negative
by AI
later
Asks to be contacted again in about six months, leaving the door open. (92%)
positive
—
2026-11-05T19:01:33 Thomas Mcdonnell +19175436026 This is an automatic message. This is a Kosher Talk Only device and does not accept text messages. Please call instead. Needs Review
by AI
unclear
This is an automated reply saying the device can't receive texts, with no human response to the offer. (80%)
positive
—
2026-11-05T18:33:37 William Kroyman +19542753645 Pool was already re diamonds bright last year Negative
by AI
not interested
Says the pool was already resurfaced (Diamond Brite) last year, which is a no to a remodel quote. (88%)
positive
—
2026-11-05T17:45:34 Howard Schwartz +15614000442 Love to but don't have the funds Negative
by AI
not interested
Expresses interest in principle but declines because they can't afford it. (65%)
positive
—
2026-11-05T17:20:13 Beth Reyer +13036693008 Auto Response : Thank you for contacting Reyer insurance. This is a landline, this phone does not monitor or read texts. if you require assistance please call. Needs Review
by AI
unclear
Automated reply from a business landline that doesn't read texts; no human response to the offer. (80%)
positive
—
2026-11-05T17:08:33 Shirley Jaros +19172825944 We are renovating the house. There will be a new pool. I will call you when the pool is done. Negative
by AI
later
Service variant; they're building a new pool and will call when it's done, leaving the door open for future service. (82%)
positive
—
2026-11-05T15:49:19 Del Sharabi +15619006670 If you guess the number im thinking of 1-5 sure Needs Review
by AI
curious
A playful, conditional 'sure' that isn't a clear yes but shows some engagement and could become a lead. (45%)
positive
—
2026-11-05T14:32:28 Bruce Escalera +19175438830 Where did you get my number Needs Review
by AI
unclear
Only asks how they got their number, with no indication of interest or refusal. (85%)
positive
—
2026-11-05T00:36:23 Judith Stoddard +15615310027 Nothing wrong with my pool Negative
by AI
not interested
The homeowner says their pool has no problems, which is an implicit decline of the remodel quote. (88%)
positive
—
2026-11-04T20:27:59 Marisa Sachs +13022292566 Wrong number Negative
by AI
wrong person
Reply states it is the wrong number. (97%)
positive
—
2026-11-04T19:10:47 Erin Fitzgerald +12039819113 I don't think so but thanks. Negative
by AI
not interested
Polite decline of the remodel quote offer. (92%)
positive
—
2026-11-04T18:56:41 Murray Weinstein +15614009412 Happy Needs Review
by AI
unclear
A lone word "Happy" isn't clearly a yes or no to the service offer; it might mean they're happy with their current setup, but that's ambiguous. (60%)
positive
—
2026-11-04T16:07:07 Rachel Christoffel +15613521785 Already remodeled ours this year Negative
by AI
not interested
Says they already remodeled the pool this year, an implicit no to a remodel quote. (93%)
positive
—
2026-11-04T15:47:03 Joseph Fordham +15613082241 Not currently Negative
by AI
not interested
"Not currently" is a polite no, like "Not at this time," with no explicit door left open. (80%)
positive
—
2026-11-03T22:06:28 Mark Martino +15612512169 I have someone, but thank you. Negative
by AI
not interested
In the service campaign, the homeowner says they already have someone for pool service and declines politely. (93%)
positive
—
2026-11-03T21:39:21 Darin Mcgrath +15612896899 I believe you own the service that takes care of my pool Needs Review
by AI
not interested
In the service variant, the homeowner says this company already services their pool, which effectively means they already have a pool service. (55%)
positive
—
2026-11-03T20:59:08 Charles Flannery +15612914961 Charles? They haven't owned this house for almost 24 years Negative
by AI
wrong person
The texter says Charles hasn't owned the house in nearly 24 years, so the name on record is wrong, and there's no interest in a quote. (93%)
positive
—
2026-11-03T20:16:09 Constance Macmillan +15616448345 How is the government preventing election fraud and cheating? Needs Review
by AI
unclear
The reply is an off-topic political question that has nothing to do with the pool offer, so intent can't be determined. (85%)
positive
—
2026-11-03T20:11:27 John Kerns +15613124155 Bad day will not be around Needs Review
by AI
later
Says it's a bad day and they won't be around, which reads as not right now rather than an explicit no. (55%)
positive
—
2026-11-03T17:27:44 Michael Sabat +15615731822 Dave do me a favor and suck deez nuts Negative
by AI
not interested
The reply is an insult, which counts as annoyance and an explicit no. (92%)
positive
—
2026-11-03T16:51:17 Gary Azzinaro +19548169506 I'm all good Negative
by AI
not interested
"I'm all good" is a polite decline, like "We're good." (90%)
positive
—
2026-11-03T16:37:32 Francesca Spong +15165373650 We are no longer there reach out to the new owners Negative
by AI
wrong person
The sender says they no longer live at the property and suggests contacting the new owners. (95%)
positive
—
2026-11-02T18:59:23 Daniel Brule +19543472465 Update your records this number is on do not list Negative
by AI
opt out
The sender says the number is on a do-not-contact list, which is a request to stop texting. (90%)
positive
—
2026-11-02T18:29:27 Esthervina Torres +15617275381 No inglés Needs Review
by AI
unclear
The reply says the person doesn't speak English, which is not a clear yes or no to the offer. (70%)
negative
—
2026-11-02T15:20:02 Mario Perez +17862552557 thank you I'm ready finished Needs Review
by AI
unclear
"I'm ready" suggests interest, but "finished" could mean the pool work is already done, so the intent is ambiguous. (50%)
positive
—
2026-11-02T15:15:54 Byron Perez +15615683370 I'm a pool remodeling contractor thank you tho Negative
by AI
not interested
Recipient is a pool remodeling contractor themselves and politely declines the offer. (85%)
positive
—
2026-11-01T21:31:28 William Pritchard +15613132503 Okay 👍 Positive
by AI
hot
Bare 'Okay' with thumbs up is an affirmative to the quote offer. (90%)
needs review
Sent ✓
2026-10-30T19:03:34 Fredy Munguia +15613735029 I do swimming pool remodeling. Negative
by AI
not interested
The replier appears to be a pool remodeler themselves, so they're declining rather than asking for a quote. (60%)
positive
—
2026-10-30T18:57:07 Paula Portch +15612390024 We wouldn't. We remodeled a couple of years ago. Sorry we didn't know you then Negative
by AI
not interested
Explicitly declines because they already remodeled a couple of years ago. (96%)
positive
—
2026-10-30T17:32:35 Claudina Healy +15613083287 I wish It be lots of money I don't have ? Negative
by AI
not interested
Homeowner would like to remodel but says they can't afford it, which is effectively a no. (60%)
positive
—
2026-10-30T16:11:15 Michelle Fournier +16098285148 Doing my pool already! Negative
by AI
not interested
Says their pool is already being done, an implicit no to the offer. (85%)
positive
—
2026-10-30T15:32:10 Yesenia Rosales +15613466947 N gracias Negative
by AI
not interested
"N gracias" is Spanish shorthand for "no thanks", an explicit decline. (90%)
positive
—
2026-10-30T14:44:27 Sarah Ward +15613527832 Sorry, I don't live in West Palm Beach. Negative
by AI
wrong person
Says they don't live in the area, so the record is wrong. (92%)
positive
—
2026-10-29T18:35:33 Openail Francois +15619041945 Fuck no Negative
by AI
not interested
Explicit, profane refusal of the offer. (97%)
positive
—
2026-10-29T18:33:24 Yoslaidis Reyes +15618279653 Está equivocado Negative
by AI
wrong person
Spanish for 'you have it wrong,' indicating a wrong number or wrong person. (80%)
positive
—
2026-10-29T17:47:55 Robert Nichols +15615741653 fuck off Negative
by AI
not interested
Hostile insult indicating clear rejection, without an explicit request to stop texting. (85%)
positive
—
2026-10-29T17:30:43 Julio Sanchez +15616671617 I rent Negative
by AI
wrong person
Replier is a renter, not the homeowner, so they aren't the right contact for a remodel decision. (80%)
positive
—
2026-10-29T14:20:52 Daniel Joyner +15612152555 Already finished Negative
by AI
not interested
Indicates pool work is already done, similar to 'already taken care of'. (85%)
positive
—
2026-10-28T20:16:43 Barry Adriance +15613860033 Not Barry Negative
by AI
wrong person
The reply says the recipient is not Barry, so the name doesn't match and there is no interest expressed. (93%)
positive
—
2026-10-28T19:31:02 Carrie Armstrong +15617843943 I have a pool Needs Review
by AI
curious
Confirms they have a pool without explicitly accepting or declining, which suggests openness to engaging with the offer. (50%)
positive
—
2026-10-28T18:16:05 Liu Gonzalez +17863431087 Hey Dave thanks for reaching out. At this moment we would not need that service. I specialize in precision tig welding and metal fabrication. If you ever need anything like that feel free to reach out to me. Weather it's a tool repair, a customer's gate or even custom brackets. Negative
by AI
not interested
Explicitly says they don't need the service now and pitches their own welding business instead. (88%)
positive
—
2026-10-28T17:12:22 William Richards +15613153367 Fuck off Negative
by AI
not interested
Hostile insult, an explicit rejection without a request to stop texting. (85%)
positive
—
2026-10-28T16:27:39 Antonio Llanos +15616445380 A don't have money Negative
by AI
not interested
The homeowner says they can't afford it, which is effectively a no. (80%)
positive
—
2026-10-27T23:26:27 Marjorie Regis +15618563566 ❓Swimming pool❓ Needs Review
by AI
unclear
Reply is just 'Swimming pool' with question marks, ambiguous between confusion (no pool?) and asking about the offer. (55%)
positive
—
2026-10-27T19:59:49 Ana Young +17862803111 We have a brand new pool, but thank you! Negative
by AI
not interested
Homeowner says their pool is brand new and politely declines. (96%)
positive
—
2026-10-27T17:53:00 Michael Coon +15616442159 Im a pool contractor 40 plus years Negative
by AI
not interested
The homeowner says they are a pool contractor themselves, which implies they don't need the service, though they never explicitly say no. (60%)
positive
—
2026-10-27T15:50:49 Richard Pelletier +15619142654 Not today Needs Review
by AI
later
Declines for today but implies openness to the offer at another time. (55%)
negative
—
2026-10-23T22:42:21 Jane Robinson +15617229217 We no longer have the pool. Negative
by AI
wrong person
Homeowner says they no longer have a pool. (95%)
positive
—
2026-10-23T15:15:02 Marie Percy +17863391489 I don't think I can afford that now, thank you Negative
by AI
not interested
Declines politely citing affordability right now, with no explicit request to follow up later. (72%)
positive
—
2026-10-23T15:06:44 Christopher Bryce +15617197061 Not Chris Negative
by AI
wrong person
The reply only says the recipient isn't the named person, with no interest expressed. (93%)
positive
—
2026-10-22T16:41:03 Louise Brandenburg +15613106753 Thank you our pool is 5 years old Negative
by AI
not interested
Says pool is only 5 years old, implying no need for remodel. (88%)
positive
—
2026-10-22T15:26:18 Paul Bell +15617235202 This isn't Paul Negative
by AI
wrong person
Recipient says they are not the named person, with no interest expressed. (95%)
positive
—
2026-10-22T15:07:23 William Mars +15619064225 Lol Needs Review
by AI
unclear
A bare "Lol" expresses no clear interest, refusal, or question about the offer. (80%)
positive
—
2026-10-22T13:34:49 Bertrand Jubert +15615129419 Why not ... first visit my website and let me know what you think of my work. www.dudali.com Needs Review
by AI
unclear
The reply opens with 'Why not' but then promotes the sender's own website and work, so it reads more like a counter-pitch than a request for a quote. (55%)
positive
—
2026-10-21T19:41:04 Andrew Hirschhorn +15618443452 Who gives a shit Negative
by AI
not interested
Dismissive, annoyed reply indicating no interest. (85%)
positive
—
2026-10-21T19:05:40 Stanley Tucker +15613468992 Blow me! Negative
by AI
not interested
Insulting, hostile reply indicating no interest. (93%)
positive
—
2026-10-21T16:28:53 Isel Lopez +15615313099 Not at the moment Thank you Negative
by AI
not interested
"Not at the moment" is listed as a polite no in the guidelines. (88%)
positive
—
2026-10-21T14:41:47 Jonathan Harris +15616294270 Hi, not Jonathan here. Negative
by AI
wrong person
The reply says the recipient is not the person named, with no interest expressed. (95%)
positive
—
2026-10-21T14:21:02 Aaron Frye +15617622999 Wrong Frye Negative
by AI
wrong person
"Wrong Frye" most likely means the text reached the wrong Frye, i.e. wrong person or name. (70%)
positive
—
2026-10-16T18:37:44 Patricia Roberts +15615120997 Did we call you? NO we didn't so leave us alone....2nd time u sent to us!!!!!! Negative
by AI
opt out
Reply angrily demands to be left alone after repeated texts, which is a request to stop contacting them. (80%)
positive
—
2026-10-16T17:38:28 Richard Goldfeder +15617034819 Do not call Negative
opt-out rule
opt out
"Do not call" is a request to stop contact. (90%)
positive
—
2026-10-16T17:34:34 Ismel Abreu +15618439741 🤣🤣 im a pool builder thanks Negative
by AI
not interested
Laughing and saying they're a pool builder themselves implies no need for the service. (80%)
positive
—
2026-10-16T16:18:40 Oscar Nunez +15616325219 Is been done thanks Negative
by AI
not interested
Says the pool work has already been done, declining the offer. (90%)
positive
—
2026-10-16T13:10:16 Diane Dimaria +15613191236 Pool is good Negative
by AI
not interested
Says their pool is fine, implying no need for a remodel. (85%)
positive
—
2026-10-15T19:21:48 Claire Gamelin +15613159267 We are not in the financial position to upgrade our pool Negative
by AI
not interested
They decline because they can't afford an upgrade, with no explicit timeline for revisiting it. (80%)
positive
—
2026-10-15T18:22:37 Glen Hart +15615689492 Fuck off dickhead Negative
by AI
not interested
Insulting, hostile reply with no explicit opt-out request reads as a rejection. (85%)
positive
—
2026-10-15T16:59:18 Francisco Gonzalez +15615418694 ​👍​ a “ Hey Francisco, it's Dave from FL Pool Remodeling, we're in Palm Springs giving homeowners free pool remodel estimates. Would you be interested? ” Needs Review
by AI
unclear
This looks like a thumbs-up tapback reaction to the outreach message, and a lone thumbs-up is ambiguous. (70%)
positive
—
2026-10-15T15:47:35 Alberto Garcia +17863800388 Hey Dave , thank you but not at this moment . Negative
by AI
not interested
Polite explicit decline ('not at this moment'), which the rules list as a no. (82%)
positive
—
2026-10-14T18:22:57 Nijam Khan +15616741638 N Negative
by AI
not interested
A lone "N" most likely means "no," though it could be a truncated reply. (60%)
positive
—
2026-10-14T18:06:57 Edith Rodriguez +15617298826 Ablan espallol Needs Review
by AI
unclear
Reply asks if they speak Spanish ('Hablan español'), a language request with no clear interest or rejection. (60%)
positive
—
2026-10-14T16:41:37 Domenico Campece +12012062121 Fuck off Negative
by AI
not interested
Hostile insult indicating clear rejection, with no explicit opt-out wording. (85%)
positive
—
2026-10-12T15:55:51 Barbara Hart +15613106847 I have a pool !? Needs Review
by AI
unclear
The reply is a confused confirmation of owning a pool, with no clear yes, no, or question about the offer. (55%)
positive
—
2026-10-12T15:50:41 James Stiles +15615127588 LOOK ABOVE FUCK FACE Negative
by AI
not interested
Hostile insult referencing a prior reply, implying they already declined. (80%)
positive
—
2026-10-09T17:36:42 Thomas Roush +15615312401 Fuck off Negative
by AI
not interested
Hostile, insulting reply that clearly rejects the offer. (88%)
positive
—
2026-10-08T19:25:55 David Flint +12487975222 BS Negative
by AI
not interested
Dismissive, annoyed reply calling the offer BS, treated as a no/insult. (75%)
positive
—
2026-10-07T14:07:31 Kara Renne +15047175200 Unfortunately not. Negative
by AI
not interested
Explicit polite decline of the quote offer. (90%)
positive
—
2026-10-07T13:36:34 Kenneth Freimauer +12013700849 Loyst it all Needs Review
by AI
unclear
Garbled message ('Loyst it all') with no clear meaning regarding the offer. (60%)
positive
—
2026-10-06T19:59:17 Jorge Diaz +15614413340 Stoo Negative
by AI
opt out
"Stoo" is almost certainly a typo for "Stop", an opt-out request. (85%)
positive
—
2026-10-06T19:49:07 Hope Morgenstern +19145005865 Not Hope just so you know Negative
by AI
wrong person
Recipient says they are not the named person (Hope), with no interest expressed. (93%)
positive
—
2026-10-06T19:07:22 Louis Bond +13054092809 Este no es el dueño del teléfono estas equivocado Negative
by AI
wrong person
Spanish reply saying they are not the owner of the phone and the sender has the wrong person. (93%)
positive
—
2026-10-06T18:45:40 Barbara Hart +15613106847 I have a pool ??! Needs Review
by AI
unclear
Ambiguous confused statement confirming a pool exists, with no clear yes, no, or question about the offer. (55%)
positive
—
2026-10-06T17:46:15 Roger Tyler +15613464783 Dave do you give a Happy Ending? Negative
by AI
not interested
Crude, mocking joke reply that shows no genuine interest in the pool offer. (60%)
positive
—
2026-10-05T16:50:39 James Stiles +15615127588 This isn't James and I don't have a fucking pool Negative
by AI
wrong person
Says they aren't James and don't have a pool, with hostility but no opt-out request. (90%)
positive
—
2026-10-02T20:00:26 Ruben Fernandez +12015988045 Done Needs Review
by AI
unclear
"Done" is ambiguous; it could mean the pool is already done or be a meaningless acknowledgment. (55%)
positive
—
2026-10-02T19:30:02 Millie Gelo +15618564818 Nty. Negative
by AI
not interested
"Nty" is shorthand for "no thank you," an explicit decline. (93%)
positive
—
2026-10-02T18:08:40 Fleta Turnquist +15613297615 What pool Negative
by AI
wrong person
"What pool" indicates they don't have a pool, which the rules list explicitly as wrong_person. (85%)
positive
—
2026-10-02T17:21:30 Gregory Weadock +15613093666 Maybe Needs Review
by AI
hot
A bare "Maybe" is soft interest, and the human-labeled history buckets it as positive. (55%)
positive
—
2026-10-02T14:11:37 Daniel Krieger +15616026922 This is a private number. Needs Review
by AI
unclear
States it's a private number without an explicit no, opt-out, or wrong-person claim; intent is ambiguous. (55%)
positive
—
2026-10-01T19:54:38 Robin Minter +15613152437 Don't have one Negative
by AI
wrong person
Says they don't have a pool, so the lead is invalid. (85%)
positive
—
2026-10-01T19:01:53 Monique Book +15616322436 Thank you but my pool was recently refurbished. Negative
by AI
not interested
Polite decline because the pool was recently refurbished. (95%)
positive
—