Meeting Title: API Testing and Data Accuracy Sync Date: 2025-10-07 Meeting participants: Justin Breshears, Mustafa Raja
WEBVTT
1 00:00:18.400 ⇒ 00:00:19.840 Mustafa Raja: Hello!
2 00:00:21.010 ⇒ 00:00:24.399 Justin Breshears: Hello again. Okay, let’s talk tomorrow. How are you…
3 00:00:26.210 ⇒ 00:00:30.200 Justin Breshears: Doing so well since the last two standouts, we find.
4 00:00:31.280 ⇒ 00:00:39.989 Justin Breshears: Okay, how’s the testing going? I saw that you have a sample set, and it’s on… I want to show you a miracle.
5 00:00:40.720 ⇒ 00:00:41.340 Justin Breshears: For me.
6 00:00:42.040 ⇒ 00:00:46.070 Mustafa Raja: And… I feel so dumb after this.
7 00:00:49.430 ⇒ 00:00:53.679 Mustafa Raja: Okay, so Atim suggested that,
8 00:00:53.960 ⇒ 00:01:06.780 Mustafa Raja: So for the backstory, the providers they gave us, the default people gave us, only PDL was able to discover companies based on employees and all.
9 00:01:08.010 ⇒ 00:01:18.659 Mustafa Raja: So, and they didn’t have enough credits, in there, so that didn’t work, and the other providers, they don’t do discovery at all. Okay.
10 00:01:18.950 ⇒ 00:01:28.810 Mustafa Raja: And so, Utem said, okay, let’s do our Apollo key. That worked out, but… What it did is…
11 00:01:30.030 ⇒ 00:01:48.369 Mustafa Raja: It, this is a combination of B2B plus B2C companies, and we only want B2B companies, right? So Utum suggests maybe, maybe, we should add, perplexity AI over it, and rather than…
12 00:01:48.470 ⇒ 00:01:53.509 Mustafa Raja: having perplexity going through this list, I asked it to
13 00:01:55.750 ⇒ 00:02:02.710 Mustafa Raja: I needed to build me a CSV for 400 companies and gave me my… gave it my splits, and filters that I would want.
14 00:02:03.180 ⇒ 00:02:06.819 Mustafa Raja: And it gave me this list, and this is looking pretty good.
15 00:02:07.320 ⇒ 00:02:08.009 Justin Breshears: Okay.
16 00:02:08.650 ⇒ 00:02:09.330 Mustafa Raja: Yeah.
17 00:02:09.570 ⇒ 00:02:13.489 Mustafa Raja: The split is perfect, the companies look really good.
18 00:02:14.340 ⇒ 00:02:24.280 Mustafa Raja: And I feel pretty good about it. I’m going to share it in the… what’s it called? In the channel, to see how I feel about it. Let me know how it looks to you.
19 00:02:25.570 ⇒ 00:02:28.790 Justin Breshears: Okay, yeah, share it on the channel, and I’ll take a look.
20 00:02:29.410 ⇒ 00:02:30.080 Mustafa Raja: Okay.
21 00:02:31.090 ⇒ 00:02:35.130 Mustafa Raja: And then, once you get this settled, you’re gonna be able to start testing with Owler, right?
22 00:02:36.240 ⇒ 00:02:37.800 Mustafa Raja: Oh, yeah, Fudan.
23 00:02:37.890 ⇒ 00:02:39.300 Justin Breshears: Let me update you on that.
24 00:02:39.870 ⇒ 00:02:42.180 Mustafa Raja: Linea… okay.
25 00:02:42.870 ⇒ 00:02:43.730 Mustafa Raja: default.
26 00:02:44.810 ⇒ 00:02:48.950 Mustafa Raja: Note this… Okay, no…
27 00:03:05.750 ⇒ 00:03:16.669 Mustafa Raja: Okay, so to test the accuracy, I need exact data, right? I guess I can get the exact data, through perplexity, like I got this… this stuff.
28 00:03:16.930 ⇒ 00:03:35.900 Mustafa Raja: But my idea was to discuss this with Sam on how… how do we, where is it? How do we get to the… this exact data to be then able to see how accurate the APIs are? I hope I’m able to explain it.
29 00:03:35.900 ⇒ 00:03:37.499 Mustafa Raja: Explain the confusion I have.
30 00:03:38.210 ⇒ 00:03:43.300 Justin Breshears: Okay. Since Sam’s out today, can you ping Blue Tom on that question?
31 00:03:43.650 ⇒ 00:03:49.240 Mustafa Raja: Yeah, yeah, I’ll do that, I’ll do that. And the rest should be… the rest should be good.
32 00:03:49.640 ⇒ 00:03:53.470 Mustafa Raja: We have the API keys for…
33 00:03:53.950 ⇒ 00:03:56.110 Mustafa Raja: No, no, not this, not this.
34 00:03:56.510 ⇒ 00:04:00.510 Mustafa Raja: Not this, and not this, but rest, we have the API keys.
35 00:04:00.510 ⇒ 00:04:01.800 Justin Breshears: Okay.
36 00:04:03.440 ⇒ 00:04:04.160 Justin Breshears: What do you need?
37 00:04:04.160 ⇒ 00:04:04.590 Mustafa Raja: Yeah.
38 00:04:04.590 ⇒ 00:04:06.989 Justin Breshears: In order to get the API keys, we need to get that.
39 00:04:06.990 ⇒ 00:04:12.380 Mustafa Raja: I’ll ping them, but, we should be able to start testing on what we have right now.
40 00:04:13.000 ⇒ 00:04:13.620 Justin Breshears: Okay.
41 00:04:13.840 ⇒ 00:04:18.969 Justin Breshears: Okay. We’ll do what you can right now, and then let us know, you know, what you need to be unblocked for the rest of them.
42 00:04:19.410 ⇒ 00:04:20.799 Mustafa Raja: Okay, thank you.
43 00:04:21.339 ⇒ 00:04:22.869 Justin Breshears: Okay, anything else today?
44 00:04:23.390 ⇒ 00:04:27.489 Mustafa Raja: Oh… I didn’t think so.
45 00:04:27.740 ⇒ 00:04:28.480 Justin Breshears: Alright.
46 00:04:28.920 ⇒ 00:04:31.449 Justin Breshears: Easy enough. Thank you, sir. Appreciate all your work.
47 00:04:31.600 ⇒ 00:04:32.810 Mustafa Raja: Thank you.
48 00:04:32.980 ⇒ 00:04:33.530 Justin Breshears: Bye.